Loading of the R libraries

library(openxlsx)
## Warning: package 'openxlsx' was built under R version 3.4.4
library(dplyr)
## Warning: package 'dplyr' was built under R version 3.4.4
## 
## Attaching package: 'dplyr'
## The following objects are masked from 'package:stats':
## 
##     filter, lag
## The following objects are masked from 'package:base':
## 
##     intersect, setdiff, setequal, union

Description of the data

The data was retreived from the MMIS database and is the combined data for the vessel performance. The query for the data has been given below Data was picked from vessel table in MMIS database

Loading the data

setwd("C:/Users/Rakesh.Sharma/Desktop")
vessels <- read.xlsx("./vessel_details.xlsx", colNames = TRUE, sheet =3 )

Summary of data

head(vessels)
##       VesselID VesselName AccCompanyID VesShortCode VesTypeID VesFlagID
## 1 MSMA00000023 NCC RABIGH          860       RABIGH        TC       SAU
## 2 MSMA00000024 NCC SUDAIR          861       SUDAIR        TC       SAU
## 3 MSMA00000141 NCC DAMMAM          862       NDAMAM        TC       SAU
## 4 MSMA00000142  NCC HAIEL          863       NHAIEL        TC       SAU
## 5 MSMA00000143       JANA          864         JANA        TO       BHS
## 6 MSMA00000144     HABARI          865       HABARI        TO       BHS
##   VesStatusID VesselClient PortOfRegistry CallSign
## 1          01 MSML00000064   SYST00003807     HZQA
## 2          01 MSML00000064   SYST00003807     HZDE
## 3          01 MSML00000064   SYST00003807     HZDC
## 4          01 MSML00000064   SYST00003807     HZDN
## 5          01 MSML00000002   SYST00000306    C6XH6
## 6          01 MSML00000002   SYST00000306    C6XH7
##                                                  ClassNotation
## 1 1 A 1 Tanker for Oil Products & Chemicals ESP EO ICS CCO VCS
## 2 1 A 1 Tanker for Oil Products & Chemicals ESP EO ICS CCO VCS
## 3 1 A 1 Tanker for Oil Products & Chemicals ESP EO ICS CCO VCS
## 4 1 A 1 Tanker for Oil Products & Chemicals ESP EO ICS CCO VCS
## 5   +100A1 DOUBLE HULL OIL TANKER, ESP, SHIPRIGHT(SDA,FDA,CM),
## 6 +100A1,Double Hull Oil Tanker, ESP, ShipRight(SDA,FDA,CM),*I
##   ManagementOffice    Superintendent             Operator
## 1     MSML00000001 Aleksejs Kravcuks CAPT. ALEXEY LEGOTIN
## 2     MSML00000001   Himanshu Sharma CAPT.IGOR PEREVERZEV
## 3     MSML00000001 Aleksejs Kravcuks CAPT. ALEXEY LEGOTIN
## 4     MSML00000001   Vishawajeet Rai      Capt.Kapil Jain
## 5     MSML00000001       VIKRAM PURI        ADITYA JAMWAL
## 6     MSML00000001       VIKRAM PURI        ADITYA JAMWAL
##       CrewingContact PurchasingContact
## 1     Geetha Praveen     DONALD DUDLEY
## 2     Geetha Praveen        LOIDA AMIS
## 3     Geetha Praveen     DONALD DUDLEY
## 4     Geetha Praveen        LOIDA AMIS
## 5 CAROLINE RODRIGUEZ MARIETTE NAZARETH
## 6 CAROLINE RODRIGUEZ MARIETTE NAZARETH
##                           AccountingContact DesignatedPerson IMONumber
## 1 VIJAYA KUMAR  ARAVINDAKSHAN MULLAYAPILLIL        ANUP KHAN   9335032
## 2 VIJAYA KUMAR  ARAVINDAKSHAN MULLAYAPILLIL        ANUP KHAN   9335044
## 3  VIJAYA KUMAR ARAVINDAKSHAN MULLAYAPILLIL        ANUP KHAN   9335056
## 4 VIJAYA KUMAR  ARAVINDAKSHAN MULLAYAPILLIL        ANUP KHAN   9335068
## 5                        FINANCE DEPARTMENT        ANUP KHAN   9386938
## 6                        FINANCE DEPARTMENT        ANUP KHAN   9386940
##   OfficeNumber VesselClassID ClassSociety ISMStatus ISMComments
## 1       SA1023         26284 MSML00000011         F   FULL TERM
## 2       SA1121         26285 MSML00000011         F   FULL TERM
## 3       SA1119         26286 MSML00000011         F   FULL TERM
## 4       SA1123         26287 MSML00000011         F   FULL TERM
## 5      8001557       9386938 GLAS00000357      <NA>        <NA>
## 6      8001558       9386940 GLAS00000357      <NA>        <NA>
##      PandIClub LastDryDock NextDryDock    YardBuilt DateBuilt KeelLaid
## 1 MSMA00001488       42971       44797 MSML00001990     39318    39188
## 2 MSMA00001487       43040       44866 MSML00001990     39387    39258
## 3 MSMA00001488       43174       45000 MSML00001990     39462    39335
## 4 MSMA00001487       43277       45102 MSML00001990     39526    39408
## 5 SYST00024109       41520       43345 MSMA00000166     39694    39545
## 6 SYST00024109       41561       43386 MSMA00000166     39735    39581
##   HullNo HullTypeID METypeID Conversion ConversionDate FWPortable FWFeed
## 1    467         DH       09      FALSE             NA      290.4  338.8
## 2   0468         DH       09      FALSE             NA      290.4  338.8
## 3   0469         DH       09      FALSE             NA      290.4  338.8
## 4   0470         DH       09      FALSE             NA      290.4  338.8
## 5   S335         DH       04      FALSE             NA         NA     NA
## 6   S336         DH       04      FALSE             NA         NA     NA
##   FWDistilled MEFuelUsed DGFuelUsed BreadthMoulded BreadthExtreme
## 1          NA      F0004       <NA>           32.2           32.2
## 2           0      F0004      G0002           32.2           32.2
## 3          NA      F0004       <NA>           32.2           32.2
## 4          NA      F0004       <NA>           32.2           32.2
## 5          NA      F0004      D0008           60.0           60.0
## 6          NA      F0004      D0008           60.0           60.0
##   DepthExtreme     LOA     LBP PitchType PropellerPitch CounterFitted
## 1         18.8 183.024 174.000         F        4.09990         FALSE
## 2         18.8 183.024 174.000         F        4.09990         FALSE
## 3         18.8 183.024 174.000         F        4.09990          TRUE
## 4         18.8 183.024 174.000         F        4.09990         FALSE
## 5         27.8 333.040 319.031         F        7.27326         FALSE
## 6         27.8 333.040 319.031         F        7.27326         FALSE
##   WinterDWT SummerDWT TropicalDWT LightshipDWT WinterDraft SummerDraft
## 1     44623     45951       47283        10285      11.963      12.217
## 2     44623     45951       47283        10238      11.963      12.217
## 3     44637     45965       47297        10271      11.963      12.217
## 4     44623     45951       47283        10285      11.963      12.217
## 5    309347    317693      326043        44967      22.053      22.522
## 6    309318    317663      326014        44997      22.053      22.522
##   TropicalDraft IntGrossTon IntNetTon SuezGrossTon SuezNetTon
## 1        12.471       29575     12054      31133.8    27454.0
## 2        12.471       29575     12054      31133.8    27454.0
## 3        12.471       29575     12054      31133.8    27454.0
## 4        12.471       29575     12054      31133.8    27454.0
## 5        22.991      160782    109346     163052.3   152462.5
## 6        22.991      160782    109346     163052.3   152462.5
##   PanamaGrossTon PanamaNetTon PreviousName PreviousFlagID PreviousOwner
## 1             NA           NA         <NA>            PAN          <NA>
## 2              0            0         <NA>            PAN          <NA>
## 3             NA           NA         Same            PAN          Same
## 4             NA           NA         <NA>            PAN          <NA>
## 5              0            0         <NA>           <NA>          <NA>
## 6              0            0         <NA>           <NA>          <NA>
##   PreviousManager HeadManOffice ResponsibleOffice Accounting
## 1            <NA>          <NA>              <NA>          0
## 2            <NA>          <NA>              <NA>          0
## 3            Same  MSML00000001              <NA>          0
## 4            <NA>          <NA>              <NA>          0
## 5            <NA>          <NA>              <NA>          0
## 6            <NA>          <NA>              <NA>          0
##   AccountingOffice Crewing CrewingOffice Operations OperationsOffice
## 1             <NA>       0          <NA>          0             <NA>
## 2             <NA>       0          <NA>          0             <NA>
## 3     MSML00000001       1  MSML00000001          0             <NA>
## 4             <NA>       0          <NA>          0             <NA>
## 5             <NA>       0          <NA>          0             <NA>
## 6             <NA>       0          <NA>          0             <NA>
##   Technical TechnicalOffice Purchasing PurchasingOffice FreightAndHire
## 1         0            <NA>          0             <NA>              0
## 2         0            <NA>          0             <NA>              0
## 3         0            <NA>          0             <NA>              0
## 4         1    MSML00000001          0             <NA>              0
## 5         0            <NA>          0             <NA>              0
## 6         0            <NA>          0             <NA>              0
##   FreightAndHireOffice PostFixture PostFixtureOffice Insurance
## 1                   NA           0                NA         0
## 2                   NA           0                NA         0
## 3                   NA           0                NA         0
## 4                   NA           0                NA         0
## 5                   NA           0                NA         0
## 6                   NA           0                NA         0
##   InsuranceOffice QualifiedIndividual SpillManager ResponseContract
## 1            <NA>                <NA>           NA               NA
## 2            <NA>                <NA>           NA               NA
## 3            <NA>        MSML00000009           NA               NA
## 4            <NA>                <NA>           NA               NA
## 5            <NA>                <NA>           NA               NA
## 6            <NA>                <NA>           NA               NA
##   EstDateIntoMgmt EstDateLeaveMgmt MgmtStartDate MgmtEndDate
## 1              NA               NA         39318          NA
## 2              NA               NA         39264          NA
## 3              NA               NA         39462          NA
## 4              NA               NA         39526          NA
## 5              NA               NA         39481          NA
## 6              NA               NA         39735          NA
##   LocationIntoMgmt LocationLeftMgmt LocationMgmtStart LocationMgmtEnd
## 1             <NA>             <NA>              <NA>            <NA>
## 2             <NA>             <NA>              <NA>            <NA>
## 3             <NA>             <NA>              <NA>            <NA>
## 4             <NA>             <NA>              <NA>            <NA>
## 5             <NA>             <NA>              <NA>            <NA>
## 6             <NA>             <NA>              <NA>            <NA>
##   FilePathMgmtAgrmt FilePathAddendum FilePathContractReview
## 1                NA               NA                     NA
## 2                NA               NA                     NA
## 3                NA               NA                     NA
## 4                NA               NA                     NA
## 5                NA               NA                     NA
## 6                NA               NA                     NA
##                     PMSEmailID IsPMSInitialized IsPMSUpgraded
## 1 nccrabigh@mideast.dualog.net             TRUE          TRUE
## 2 nccsudair@mideast.dualog.net             TRUE          TRUE
## 3 nccdammam@mideast.dualog.net             TRUE          TRUE
## 4  ncchaiel@mideast.dualog.net             TRUE          TRUE
## 5      jana@mideast.dualog.net             TRUE          TRUE
## 6    habari@mideast.dualog.net             TRUE          TRUE
##        UpdatedBy UpdatedOn Updated SMCExpiry DOCExpiry VesClassTypeID
## 1  Allyn.Sabater  43276.43   FALSE     44886     44489           MIPO
## 2  Allyn.Sabater  43256.43   FALSE     44977     44488           MIPO
## 3  Allyn.Sabater  43256.43   FALSE     45050     44488           MIPO
## 4   Momena.Yasir  43207.56   FALSE     44934     44488           MIPO
## 5 Margie.Lofamia  43272.38   FALSE     44880     44488           HSHI
## 6 Margie.Lofamia  43272.38   FALSE     44877     44488           HSHI
##   LubeInvReportBaseDay LubeInvUseRecoveredOil NoOfAuxEnginesInUse
## 1                   25                  FALSE                   3
## 2                   25                  FALSE                   3
## 3                   25                  FALSE                   3
## 4                   25                  FALSE                   3
## 5                   25                  FALSE                   3
## 6                   25                  FALSE                   3
##   EnginePower CharterReqSpeed CharterReqFOCons CharterReqDOCons OceanArea
## 1        9619              NA               NA               NA      <NA>
## 2        9619              NA               NA               NA      <NA>
## 3        9619              NA               NA               NA      <NA>
## 4        9619              NA               NA               NA      <NA>
## 5       33600              NA               NA               NA      <NA>
## 6       33600              NA               NA               NA      <NA>
##   IsEEDI IsIceClass IsScrubberTower IsMewisDuct IsBossCoupling MEMCR
## 1     NA         NA              NA        TRUE           TRUE  9485
## 2     NA         NA              NA          NA             NA  9485
## 3     NA         NA              NA          NA             NA  9485
## 4     NA         NA              NA          NA             NA  9485
## 5     NA         NA              NA          NA             NA 33600
## 6     NA         NA              NA          NA             NA 33600
##   AEMCR1 AEMCR2 AEMCR3 AEMCR4 EmergencyHarbourGenMCR EstEEDI ActEEDI EIV
## 1    960    960    960     NA                    140      NA      NA  NA
## 2    960    960    960     NA                    140      NA      NA  NA
## 3    960    960    960     NA                    140      NA      NA  NA
## 4    960    960    960     NA                    140      NA      NA  NA
## 5   1300   1300   1300     NA                    300      NA      NA  NA
## 6   1300   1300   1300     NA                    300      NA      NA  NA
##   MRVMF_HFO MRVMF_LFO MRVMF_MDGO MRVMF_Propane MRVMF_Butane MRVMF_LNG
## 1        NA        NA         NA            NA           NA        NA
## 2        NA        NA         NA            NA           NA        NA
## 3        NA        NA         NA            NA           NA        NA
## 4        NA        NA         NA            NA           NA        NA
## 5        NA        NA         NA            NA           NA        NA
## 6        NA        NA         NA            NA           NA        NA
##   MRVMF_Methanol MRVMF_Ethanol MRVMF_Others
## 1             NA            NA           NA
## 2             NA            NA           NA
## 3             NA            NA           NA
## 4             NA            NA           NA
## 5             NA            NA           NA
## 6             NA            NA           NA
names(vessels)
##   [1] "VesselID"               "VesselName"            
##   [3] "AccCompanyID"           "VesShortCode"          
##   [5] "VesTypeID"              "VesFlagID"             
##   [7] "VesStatusID"            "VesselClient"          
##   [9] "PortOfRegistry"         "CallSign"              
##  [11] "ClassNotation"          "ManagementOffice"      
##  [13] "Superintendent"         "Operator"              
##  [15] "CrewingContact"         "PurchasingContact"     
##  [17] "AccountingContact"      "DesignatedPerson"      
##  [19] "IMONumber"              "OfficeNumber"          
##  [21] "VesselClassID"          "ClassSociety"          
##  [23] "ISMStatus"              "ISMComments"           
##  [25] "PandIClub"              "LastDryDock"           
##  [27] "NextDryDock"            "YardBuilt"             
##  [29] "DateBuilt"              "KeelLaid"              
##  [31] "HullNo"                 "HullTypeID"            
##  [33] "METypeID"               "Conversion"            
##  [35] "ConversionDate"         "FWPortable"            
##  [37] "FWFeed"                 "FWDistilled"           
##  [39] "MEFuelUsed"             "DGFuelUsed"            
##  [41] "BreadthMoulded"         "BreadthExtreme"        
##  [43] "DepthExtreme"           "LOA"                   
##  [45] "LBP"                    "PitchType"             
##  [47] "PropellerPitch"         "CounterFitted"         
##  [49] "WinterDWT"              "SummerDWT"             
##  [51] "TropicalDWT"            "LightshipDWT"          
##  [53] "WinterDraft"            "SummerDraft"           
##  [55] "TropicalDraft"          "IntGrossTon"           
##  [57] "IntNetTon"              "SuezGrossTon"          
##  [59] "SuezNetTon"             "PanamaGrossTon"        
##  [61] "PanamaNetTon"           "PreviousName"          
##  [63] "PreviousFlagID"         "PreviousOwner"         
##  [65] "PreviousManager"        "HeadManOffice"         
##  [67] "ResponsibleOffice"      "Accounting"            
##  [69] "AccountingOffice"       "Crewing"               
##  [71] "CrewingOffice"          "Operations"            
##  [73] "OperationsOffice"       "Technical"             
##  [75] "TechnicalOffice"        "Purchasing"            
##  [77] "PurchasingOffice"       "FreightAndHire"        
##  [79] "FreightAndHireOffice"   "PostFixture"           
##  [81] "PostFixtureOffice"      "Insurance"             
##  [83] "InsuranceOffice"        "QualifiedIndividual"   
##  [85] "SpillManager"           "ResponseContract"      
##  [87] "EstDateIntoMgmt"        "EstDateLeaveMgmt"      
##  [89] "MgmtStartDate"          "MgmtEndDate"           
##  [91] "LocationIntoMgmt"       "LocationLeftMgmt"      
##  [93] "LocationMgmtStart"      "LocationMgmtEnd"       
##  [95] "FilePathMgmtAgrmt"      "FilePathAddendum"      
##  [97] "FilePathContractReview" "PMSEmailID"            
##  [99] "IsPMSInitialized"       "IsPMSUpgraded"         
## [101] "UpdatedBy"              "UpdatedOn"             
## [103] "Updated"                "SMCExpiry"             
## [105] "DOCExpiry"              "VesClassTypeID"        
## [107] "LubeInvReportBaseDay"   "LubeInvUseRecoveredOil"
## [109] "NoOfAuxEnginesInUse"    "EnginePower"           
## [111] "CharterReqSpeed"        "CharterReqFOCons"      
## [113] "CharterReqDOCons"       "OceanArea"             
## [115] "IsEEDI"                 "IsIceClass"            
## [117] "IsScrubberTower"        "IsMewisDuct"           
## [119] "IsBossCoupling"         "MEMCR"                 
## [121] "AEMCR1"                 "AEMCR2"                
## [123] "AEMCR3"                 "AEMCR4"                
## [125] "EmergencyHarbourGenMCR" "EstEEDI"               
## [127] "ActEEDI"                "EIV"                   
## [129] "MRVMF_HFO"              "MRVMF_LFO"             
## [131] "MRVMF_MDGO"             "MRVMF_Propane"         
## [133] "MRVMF_Butane"           "MRVMF_LNG"             
## [135] "MRVMF_Methanol"         "MRVMF_Ethanol"         
## [137] "MRVMF_Others"
str(vessels)
## 'data.frame':    160 obs. of  137 variables:
##  $ VesselID              : chr  "MSMA00000023" "MSMA00000024" "MSMA00000141" "MSMA00000142" ...
##  $ VesselName            : chr  "NCC RABIGH" "NCC SUDAIR" "NCC DAMMAM" "NCC HAIEL" ...
##  $ AccCompanyID          : chr  "860" "861" "862" "863" ...
##  $ VesShortCode          : chr  "RABIGH" "SUDAIR" "NDAMAM" "NHAIEL" ...
##  $ VesTypeID             : chr  "TC" "TC" "TC" "TC" ...
##  $ VesFlagID             : chr  "SAU" "SAU" "SAU" "SAU" ...
##  $ VesStatusID           : chr  "01" "01" "01" "01" ...
##  $ VesselClient          : chr  "MSML00000064" "MSML00000064" "MSML00000064" "MSML00000064" ...
##  $ PortOfRegistry        : chr  "SYST00003807" "SYST00003807" "SYST00003807" "SYST00003807" ...
##  $ CallSign              : chr  "HZQA" "HZDE" "HZDC" "HZDN" ...
##  $ ClassNotation         : chr  "1 A 1 Tanker for Oil Products & Chemicals ESP EO ICS CCO VCS" "1 A 1 Tanker for Oil Products & Chemicals ESP EO ICS CCO VCS" "1 A 1 Tanker for Oil Products & Chemicals ESP EO ICS CCO VCS" "1 A 1 Tanker for Oil Products & Chemicals ESP EO ICS CCO VCS" ...
##  $ ManagementOffice      : chr  "MSML00000001" "MSML00000001" "MSML00000001" "MSML00000001" ...
##  $ Superintendent        : chr  "Aleksejs Kravcuks" "Himanshu Sharma" "Aleksejs Kravcuks" "Vishawajeet Rai" ...
##  $ Operator              : chr  "CAPT. ALEXEY LEGOTIN" "CAPT.IGOR PEREVERZEV" "CAPT. ALEXEY LEGOTIN" "Capt.Kapil Jain" ...
##  $ CrewingContact        : chr  "Geetha Praveen" "Geetha Praveen" "Geetha Praveen" "Geetha Praveen" ...
##  $ PurchasingContact     : chr  "DONALD DUDLEY" "LOIDA AMIS" "DONALD DUDLEY" "LOIDA AMIS" ...
##  $ AccountingContact     : chr  "VIJAYA KUMAR  ARAVINDAKSHAN MULLAYAPILLIL" "VIJAYA KUMAR  ARAVINDAKSHAN MULLAYAPILLIL" "VIJAYA KUMAR ARAVINDAKSHAN MULLAYAPILLIL" "VIJAYA KUMAR  ARAVINDAKSHAN MULLAYAPILLIL" ...
##  $ DesignatedPerson      : chr  "ANUP KHAN" "ANUP KHAN" "ANUP KHAN" "ANUP KHAN" ...
##  $ IMONumber             : chr  "9335032" "9335044" "9335056" "9335068" ...
##  $ OfficeNumber          : chr  "SA1023" "SA1121" "SA1119" "SA1123" ...
##  $ VesselClassID         : chr  "26284" "26285" "26286" "26287" ...
##  $ ClassSociety          : chr  "MSML00000011" "MSML00000011" "MSML00000011" "MSML00000011" ...
##  $ ISMStatus             : chr  "F" "F" "F" "F" ...
##  $ ISMComments           : chr  "FULL TERM" "FULL TERM" "FULL TERM" "FULL TERM" ...
##  $ PandIClub             : chr  "MSMA00001488" "MSMA00001487" "MSMA00001488" "MSMA00001487" ...
##  $ LastDryDock           : num  42971 43040 43174 43277 41520 ...
##  $ NextDryDock           : num  44797 44866 45000 45102 43345 ...
##  $ YardBuilt             : chr  "MSML00001990" "MSML00001990" "MSML00001990" "MSML00001990" ...
##  $ DateBuilt             : num  39318 39387 39462 39526 39694 ...
##  $ KeelLaid              : num  39188 39258 39335 39408 39545 ...
##  $ HullNo                : chr  "467" "0468" "0469" "0470" ...
##  $ HullTypeID            : chr  "DH" "DH" "DH" "DH" ...
##  $ METypeID              : chr  "09" "09" "09" "09" ...
##  $ Conversion            : logi  FALSE FALSE FALSE FALSE FALSE FALSE ...
##  $ ConversionDate        : num  NA NA NA NA NA NA NA NA NA NA ...
##  $ FWPortable            : num  290 290 290 290 NA ...
##  $ FWFeed                : num  339 339 339 339 NA ...
##  $ FWDistilled           : num  NA 0 NA NA NA ...
##  $ MEFuelUsed            : chr  "F0004" "F0004" "F0004" "F0004" ...
##  $ DGFuelUsed            : chr  NA "G0002" NA NA ...
##  $ BreadthMoulded        : num  32.2 32.2 32.2 32.2 60 ...
##  $ BreadthExtreme        : num  32.2 32.2 32.2 32.2 60 ...
##  $ DepthExtreme          : num  18.8 18.8 18.8 18.8 27.8 ...
##  $ LOA                   : num  183 183 183 183 333 ...
##  $ LBP                   : num  174 174 174 174 319 ...
##  $ PitchType             : chr  "F" "F" "F" "F" ...
##  $ PropellerPitch        : num  4.1 4.1 4.1 4.1 7.27 ...
##  $ CounterFitted         : logi  FALSE FALSE TRUE FALSE FALSE FALSE ...
##  $ WinterDWT             : num  44623 44623 44637 44623 309347 ...
##  $ SummerDWT             : num  45951 45951 45965 45951 317693 ...
##  $ TropicalDWT           : num  47283 47283 47297 47283 326043 ...
##  $ LightshipDWT          : num  10285 10238 10271 10285 44967 ...
##  $ WinterDraft           : num  12 12 12 12 22.1 ...
##  $ SummerDraft           : num  12.2 12.2 12.2 12.2 22.5 ...
##  $ TropicalDraft         : num  12.5 12.5 12.5 12.5 23 ...
##  $ IntGrossTon           : num  29575 29575 29575 29575 160782 ...
##  $ IntNetTon             : num  12054 12054 12054 12054 109346 ...
##  $ SuezGrossTon          : num  31134 31134 31134 31134 163052 ...
##  $ SuezNetTon            : num  27454 27454 27454 27454 152463 ...
##  $ PanamaGrossTon        : num  NA 0 NA NA 0 0 NA NA 0 NA ...
##  $ PanamaNetTon          : num  NA 0 NA NA 0 0 NA NA 0 NA ...
##  $ PreviousName          : chr  NA NA "Same" NA ...
##  $ PreviousFlagID        : chr  "PAN" "PAN" "PAN" "PAN" ...
##  $ PreviousOwner         : chr  NA NA "Same" NA ...
##  $ PreviousManager       : chr  NA NA "Same" NA ...
##  $ HeadManOffice         : chr  NA NA "MSML00000001" NA ...
##  $ ResponsibleOffice     : chr  NA NA NA NA ...
##  $ Accounting            : num  0 0 0 0 0 0 0 0 0 0 ...
##  $ AccountingOffice      : chr  NA NA "MSML00000001" NA ...
##  $ Crewing               : num  0 0 1 0 0 0 0 0 0 0 ...
##  $ CrewingOffice         : chr  NA NA "MSML00000001" NA ...
##  $ Operations            : num  0 0 0 0 0 0 0 0 0 0 ...
##  $ OperationsOffice      : chr  NA NA NA NA ...
##  $ Technical             : num  0 0 0 1 0 0 0 0 0 0 ...
##  $ TechnicalOffice       : chr  NA NA NA "MSML00000001" ...
##  $ Purchasing            : num  0 0 0 0 0 0 0 0 0 0 ...
##  $ PurchasingOffice      : chr  NA NA NA NA ...
##  $ FreightAndHire        : num  0 0 0 0 0 0 0 0 0 0 ...
##  $ FreightAndHireOffice  : num  NA NA NA NA NA NA NA NA NA NA ...
##  $ PostFixture           : num  0 0 0 0 0 0 0 0 0 0 ...
##  $ PostFixtureOffice     : num  NA NA NA NA NA NA NA NA NA NA ...
##  $ Insurance             : num  0 0 0 0 0 0 0 0 0 0 ...
##  $ InsuranceOffice       : chr  NA NA NA NA ...
##  $ QualifiedIndividual   : chr  NA NA "MSML00000009" NA ...
##  $ SpillManager          : num  NA NA NA NA NA NA NA NA NA NA ...
##  $ ResponseContract      : num  NA NA NA NA NA NA NA NA NA NA ...
##  $ EstDateIntoMgmt       : num  NA NA NA NA NA NA NA NA NA NA ...
##  $ EstDateLeaveMgmt      : num  NA NA NA NA NA NA NA NA NA NA ...
##  $ MgmtStartDate         : num  39318 39264 39462 39526 39481 ...
##  $ MgmtEndDate           : num  NA NA NA NA NA NA NA NA NA NA ...
##  $ LocationIntoMgmt      : chr  NA NA NA NA ...
##  $ LocationLeftMgmt      : chr  NA NA NA NA ...
##  $ LocationMgmtStart     : chr  NA NA NA NA ...
##  $ LocationMgmtEnd       : chr  NA NA NA NA ...
##  $ FilePathMgmtAgrmt     : num  NA NA NA NA NA NA NA NA NA NA ...
##  $ FilePathAddendum      : num  NA NA NA NA NA NA NA NA NA NA ...
##  $ FilePathContractReview: num  NA NA NA NA NA NA NA NA NA NA ...
##  $ PMSEmailID            : chr  "nccrabigh@mideast.dualog.net" "nccsudair@mideast.dualog.net" "nccdammam@mideast.dualog.net" "ncchaiel@mideast.dualog.net" ...
##  $ IsPMSInitialized      : logi  TRUE TRUE TRUE TRUE TRUE TRUE ...
##   [list output truncated]

Subsetting of the data

names(vessels) <- tolower(names(vessels))
dim(vessels)
## [1] 160 137
vessels2 <- unique(select(vessels, c("vesselid", "vesselname", "vesshortcode",
                         "vestypeid", "vesflagid", "vesstatusid", "vesselclient",
                         "classnotation", "superintendent", "operator",
                         "imonumber", "vesselclassid", "ismstatus",
                         "lastdrydock", "nextdrydock", "yardbuilt",
                         "datebuilt", "keellaid", "hulltypeid",
                         "metypeid", "conversion", "fwportable",
                         "fwfeed", "fwdistilled", "mefuelused",
                         "dgfuelused", "breadthmoulded", "breadthextreme",
                         "depthextreme", "loa", "lbp",
                         "pitchtype", "propellerpitch", "counterfitted",
                         "winterdwt", "summerdwt", "tropicaldwt",
                         "lightshipdwt", "winterdraft", "summerdraft", 
                         "tropicaldraft", "intgrosston", "intnetton",
                         "suezgrosston", "sueznetton", "panamagrosston",
                         "panamanetton", "accounting", "crewing", "mgmtstartdate",
                         "vesclasstypeid", "lubeinvreportbaseday", "lubeinvuserecoveredoil",
                         "noofauxenginesinuse", "enginepower",
                         "memcr", "aemcr1", "aemcr2", "aemcr3")))
dim(vessels2)
## [1] 160  59

Data cleaning, transformation and formatting for vessels2

# date formatting
vessels2$lastdrydock <- convertToDate(vessels2$lastdrydock, origin = "1900-01-01")
vessels2$nextdrydock <- convertToDate(vessels2$nextdrydock, origin = "1900-01-01")
vessels2$datebuilt <- convertToDate(vessels2$datebuilt, origin = "1900-01-01")
vessels2$keellaid <- convertToDate(vessels2$keellaid, origin = "1900-01-01")
vessels2$mgmtstartdate <- convertToDate(vessels2$mgmtstartdate, origin = "1900-01-01")

# converting to lower case and to fctor variables
vessels2$vesselname <- tolower(vessels2$vesselname)
vessels2$vesshortcode <- tolower(vessels2$vesshortcode)
vessels2$vestypeid <- as.factor(tolower(vessels2$vestypeid))
vessels2$vesflagid <- as.factor(tolower(vessels2$vesflagid))
vessels2$classnotation <- tolower(vessels2$classnotation)
vessels2$ismstatus <- as.factor(vessels2$ismstatus)
vessels2$hulltypeid <- as.factor(tolower(vessels2$hulltypeid))
vessels2$metypeid <- as.factor(vessels2$metypeid)
vessels2$mefuelused <- as.factor(tolower(vessels2$mefuelused))
vessels2$dgfuelused <- as.factor(tolower(vessels2$dgfuelused))
vessels2$pitchtype <- as.factor(tolower(vessels2$pitchtype))
vessels2$vesclasstypeid <- as.factor(tolower(vessels2$vesclasstypeid))
vessels2$vesstatusid <- as.factor(tolower(vessels2$vesstatusid))

vessels2$age <- as.numeric(floor((Sys.Date() - vessels2$datebuilt)/365.25))
vessels2$timesincelastdd <- as.numeric(floor((Sys.Date() - vessels2$lastdrydock)/365.25))
vessels2$timetonextdd <- as.numeric(-floor((vessels2$lastdrydock - Sys.Date())/365.25))


head(vessels2$age)
## [1] 10 10 10 10  9  9
dim(vessels2)
## [1] 160  62
summary(vessels2)
##    vesselid          vesselname        vesshortcode         vestypeid 
##  Length:160         Length:160         Length:160         to     :58  
##  Class :character   Class :character   Class :character   tc     :50  
##  Mode  :character   Mode  :character   Mode  :character   wa     :22  
##                                                           bc     :15  
##                                                           tr     :10  
##                                                           cn     : 3  
##                                                           (Other): 2  
##  vesflagid vesstatusid vesselclient       classnotation     
##  are:  1   01:105      Length:160         Length:160        
##  bhs: 18   03: 39      Class :character   Class :character  
##  kor: 16   06:  3      Mode  :character   Mode  :character  
##  lbr: 13   07: 13                                           
##  pan:  5                                                    
##  sau:107                                                    
##                                                             
##  superintendent       operator          imonumber        
##  Length:160         Length:160         Length:160        
##  Class :character   Class :character   Class :character  
##  Mode  :character   Mode  :character   Mode  :character  
##                                                          
##                                                          
##                                                          
##                                                          
##  vesselclassid        ismstatus    lastdrydock        
##  Length:160         F      : 17   Min.   :1998-09-26  
##  Class :character   f      : 16   1st Qu.:2014-04-14  
##  Mode  :character   MAR    :  6   Median :2016-01-02  
##                     MAY    :  3   Mean   :2014-03-21  
##                     APR    :  2   3rd Qu.:2017-04-26  
##                     (Other): 13   Max.   :2018-07-01  
##                     NA's   :103   NA's   :68          
##   nextdrydock          yardbuilt           datebuilt         
##  Min.   :2003-10-09   Length:160         Min.   :1982-06-24  
##  1st Qu.:2019-01-10   Class :character   1st Qu.:2003-01-15  
##  Median :2020-03-31   Mode  :character   Median :2009-01-29  
##  Mean   :2019-03-30                      Mean   :2006-06-19  
##  3rd Qu.:2021-07-19                      3rd Qu.:2013-01-20  
##  Max.   :2023-07-01                      Max.   :2018-05-09  
##  NA's   :59                              NA's   :54          
##     keellaid          hulltypeid    metypeid  conversion     
##  Min.   :1980-12-02   db  : 8    01     :22   Mode :logical  
##  1st Qu.:2002-08-12   dh  :91    08     :17   FALSE:160      
##  Median :2008-10-20   sh  : 5    09     :10                  
##  Mean   :2005-09-29   NA's:56    10     :10                  
##  3rd Qu.:2012-07-01              16     :10                  
##  Max.   :2017-07-19              (Other):35                  
##  NA's   :55                      NA's   :56                  
##    fwportable        fwfeed       fwdistilled     mefuelused dgfuelused
##  Min.   :  0.0   Min.   :  0.0   Min.   :  0.00   f0004:73   d0001:14  
##  1st Qu.:269.2   1st Qu.:  1.3   1st Qu.:  0.00   f0005: 7   d0008:31  
##  Median :290.4   Median :109.8   Median : 18.00   NA's :80   g0002:21  
##  Mean   :312.8   Mean   :148.9   Mean   : 44.11              NA's :94  
##  3rd Qu.:416.0   3rd Qu.:328.9   3rd Qu.: 35.10                        
##  Max.   :668.2   Max.   :650.3   Max.   :269.20                        
##  NA's   :89      NA's   :100     NA's   :93                            
##  breadthmoulded  breadthextreme   depthextreme        loa       
##  Min.   : 0.00   Min.   : 0.00   Min.   : 0.00   Min.   :  0.0  
##  1st Qu.:32.20   1st Qu.:32.20   1st Qu.:18.80   1st Qu.:183.0  
##  Median :32.29   Median :56.00   Median :21.20   Median :229.0  
##  Mean   :42.05   Mean   :43.99   Mean   :22.79   Mean   :248.8  
##  3rd Qu.:60.00   3rd Qu.:60.00   3rd Qu.:30.48   3rd Qu.:333.0  
##  Max.   :60.05   Max.   :60.05   Max.   :31.80   Max.   :340.0  
##  NA's   :50      NA's   :72      NA's   :50      NA's   :50     
##       lbp         pitchtype propellerpitch  counterfitted  
##  Min.   :   0.0   f   :96   Min.   :0.000   Mode :logical  
##  1st Qu.: 174.0   v   : 6   1st Qu.:4.052   FALSE:128      
##  Median : 232.7   NA's:58   Median :5.903   TRUE :32       
##  Mean   : 256.4             Mean   :5.181                  
##  3rd Qu.: 320.0             3rd Qu.:7.006                  
##  Max.   :2113.0             Max.   :7.346                  
##  NA's   :52                 NA's   :52                     
##    winterdwt        summerdwt       tropicaldwt      lightshipdwt  
##  Min.   :     0   Min.   :     0   Min.   :     0   Min.   :    0  
##  1st Qu.: 44154   1st Qu.: 45571   1st Qu.: 46900   1st Qu.:10628  
##  Median : 65374   Median : 67679   Median : 70001   Median :18624  
##  Mean   :151527   Mean   :156897   Mean   :160010   Mean   :26376  
##  3rd Qu.:295009   3rd Qu.:303127   3rd Qu.:309999   3rd Qu.:44387  
##  Max.   :355395   Max.   :321234   Max.   :366165   Max.   :48500  
##  NA's   :51       NA's   :49       NA's   :51       NA's   :54     
##   winterdraft        summerdraft       tropicaldraft       intgrosston    
##  Min.   :    0.00   Min.   :    0.00   Min.   :    0.00   Min.   :  5266  
##  1st Qu.:   11.91   1st Qu.:   12.17   1st Qu.:   12.43   1st Qu.: 29575  
##  Median :   13.24   Median :   13.52   Median :   13.80   Median : 50714  
##  Mean   : 1003.98   Mean   : 1025.30   Mean   : 1046.63   Mean   : 87708  
##  3rd Qu.:   22.05   3rd Qu.:   22.52   3rd Qu.:   22.99   3rd Qu.:160782  
##  Max.   :21172.00   Max.   :21622.00   Max.   :22072.00   Max.   :164292  
##  NA's   :53         NA's   :53         NA's   :53         NA's   :49      
##    intnetton       suezgrosston      sueznetton     panamagrosston  
##  Min.   :     0   Min.   :     0   Min.   :     0   Min.   :     0  
##  1st Qu.: 12054   1st Qu.: 31134   1st Qu.: 27454   1st Qu.:     0  
##  Median : 27724   Median : 45982   Median : 41252   Median :     0  
##  Mean   : 53894   Mean   : 86629   Mean   : 80492   Mean   : 18584  
##  3rd Qu.:106856   3rd Qu.:162873   3rd Qu.:152792   3rd Qu.: 41491  
##  Max.   :112281   Max.   :166739   Max.   :156181   Max.   :144766  
##  NA's   :49       NA's   :49       NA's   :49       NA's   :110     
##   panamanetton     accounting        crewing       mgmtstartdate       
##  Min.   :    0   Min.   :0.0000   Min.   :0.0000   Min.   :1996-07-23  
##  1st Qu.:    0   1st Qu.:0.0000   1st Qu.:0.0000   1st Qu.:2005-12-04  
##  Median :11721   Median :0.0000   Median :0.0000   Median :2012-01-01  
##  Mean   :16509   Mean   :0.0625   Mean   :0.1375   Mean   :2009-09-24  
##  3rd Qu.:28907   3rd Qu.:0.0000   3rd Qu.:0.0000   3rd Qu.:2014-10-06  
##  Max.   :49546   Max.   :1.0000   Max.   :1.0000   Max.   :2018-05-09  
##  NA's   :100                                       NA's   :38          
##  vesclasstypeid lubeinvreportbaseday lubeinvuserecoveredoil
##  ro-ro  :36     Min.   :25           Mode :logical         
##  bdb    :14     1st Qu.:25           FALSE:160             
##  mipo   :13     Median :25                                 
##  sls    :12     Mean   :25                                 
##  proj   :11     3rd Qu.:25                                 
##  (Other):61     Max.   :25                                 
##  NA's   :13                                                
##  noofauxenginesinuse  enginepower        memcr           aemcr1    
##  Min.   :2.000       Min.   : 8090   Min.   : 8090   Min.   : 680  
##  1st Qu.:3.000       1st Qu.: 9480   1st Qu.: 9480   1st Qu.: 977  
##  Median :3.000       Median :12450   Median :24000   Median :1200  
##  Mean   :2.969       Mean   :20061   Mean   :21237   Mean   :1235  
##  3rd Qu.:3.000       3rd Qu.:32810   3rd Qu.:33600   3rd Qu.:1490  
##  Max.   :4.000       Max.   :44640   Max.   :44640   Max.   :1800  
##                      NA's   :51      NA's   :70      NA's   :70    
##      aemcr2         aemcr3          age        timesincelastdd 
##  Min.   : 680   Min.   : 680   Min.   : 0.00   Min.   : 0.000  
##  1st Qu.: 977   1st Qu.: 960   1st Qu.: 5.00   1st Qu.: 1.000  
##  Median :1200   Median :1120   Median : 9.00   Median : 2.000  
##  Mean   :1235   Mean   :1257   Mean   :11.65   Mean   : 3.902  
##  3rd Qu.:1490   3rd Qu.:1490   3rd Qu.:15.00   3rd Qu.: 4.000  
##  Max.   :1800   Max.   :2400   Max.   :36.00   Max.   :19.000  
##  NA's   :70     NA's   :70     NA's   :54      NA's   :68      
##   timetonextdd   
##  Min.   : 1.000  
##  1st Qu.: 2.000  
##  Median : 3.000  
##  Mean   : 4.902  
##  3rd Qu.: 5.000  
##  Max.   :20.000  
##  NA's   :68
# finding the missing percentage
# sapply(vessels2, function(x) {mean(is.na(x) * 100)})

Loading the vessel class sea trial

vesseltrials <- read.xlsx("./vessel_details.xlsx", colNames = TRUE, sheet =4)
summary(vesseltrials)
##  VesClassTypeID         Speed          PowerKW          FOCons      
##  Length:364         Min.   :11.00   Min.   : 1200   Min.   :  4.94  
##  Class :character   1st Qu.:13.00   1st Qu.: 6558   1st Qu.: 28.18  
##  Mode  :character   Median :14.50   Median :12376   Median : 52.54  
##                     Mean   :14.61   Mean   :14950   Mean   : 63.44  
##                     3rd Qu.:16.00   3rd Qu.:20846   3rd Qu.: 89.08  
##                     Max.   :19.00   Max.   :50600   Max.   :204.02
head(vesseltrials)
##   VesClassTypeID Speed PowerKW FOCons
## 1            ALD 11.00    4900  22.82
## 2            ALD 11.25    5200  24.21
## 3            ALD 11.50    5600  26.08
## 4            ALD 11.75    5900  27.47
## 5            ALD 12.00    6300  29.34
## 6            ALD 12.25    6700  31.20
# data cleaning
names(vesseltrials) <- tolower(names(vesseltrials))
vesseltrials$vesclasstypeid <- tolower(vesseltrials$vesclasstypeid)
# changing the wrong values 
vesseltrials[vesseltrials$vesclasstypeid == "dsmev2" & vesseltrials$speed == 13.25, ]$powerkw <- 12000
vesseltrials[vesseltrials$vesclasstypeid == "dsmev2" & vesseltrials$speed == 13.25, ]$focons <- 49.4

Speed vs Power

# sea trials plot
library(ggplot2)
## Warning: package 'ggplot2' was built under R version 3.4.2
knitr::opts_chunk$set(fig.width=15, fig.height=15) 
plot1 <- ggplot(data=vesseltrials, aes(x=speed, y=powerkw, group= vesclasstypeid)) + geom_line(aes(color = vesclasstypeid))
plot1 <- plot1 + labs(x = "speed intervals", y = "power in kw", title = "speed vs power", color = "vessel class")
plot1 + theme_gray(base_size = 10) 

Speed vs FO Consumption

knitr::opts_chunk$set(fig.width=15, fig.height=15) 
plot2 <- ggplot(data=vesseltrials, aes(x=speed, y=focons, group= vesclasstypeid)) + geom_line(aes(color = vesclasstypeid))
plot2 <- plot2 + labs(x = "speed intervals", y = "fuel oil consumption", title = "speed vs fuel oil consumption", color = "vessel class")
plot2 + theme_gray(base_size = 10)

knitr::opts_chunk$set(fig.width=15, fig.height=15) 
plot3 <- ggplot(data = vesseltrials, aes(x = speed, y = focons)) + geom_line(color = "red")
plot3 <- plot3 + facet_grid(vesclasstypeid~.) + xlim(12, 20) + theme_grey(base_size = 15) 
plot3

knitr::opts_chunk$set(fig.width=15, fig.height=15) 
plot4 <- ggplot(data = vesseltrials, aes(x = speed, y = powerkw)) + geom_line(color = "blue")
plot4 <- plot4 + facet_grid(vesclasstypeid~.) + xlim(12, 20) + theme_grey(base_size = 15) 
plot4

Speed vs Log of FO Consumption and Power

vesseltrials$log_powerkw <- log(vesseltrials$powerkw)
vesseltrials$log_focons <- log(vesseltrials$focons)
summary(vesseltrials)
##  vesclasstypeid         speed          powerkw          focons      
##  Length:364         Min.   :11.00   Min.   : 2750   Min.   : 11.35  
##  Class :character   1st Qu.:13.00   1st Qu.: 6638   1st Qu.: 28.44  
##  Mode  :character   Median :14.50   Median :12376   Median : 52.54  
##                     Mean   :14.61   Mean   :14980   Mean   : 63.56  
##                     3rd Qu.:16.00   3rd Qu.:20846   3rd Qu.: 89.08  
##                     Max.   :19.00   Max.   :50600   Max.   :204.02  
##   log_powerkw       log_focons   
##  Min.   : 7.919   Min.   :2.429  
##  1st Qu.: 8.800   1st Qu.:3.348  
##  Median : 9.424   Median :3.962  
##  Mean   : 9.377   Mean   :3.921  
##  3rd Qu.: 9.945   3rd Qu.:4.490  
##  Max.   :10.832   Max.   :5.318
knitr::opts_chunk$set(fig.width=15, fig.height=15)
plot5 <- ggplot(data = vesseltrials, aes(x = speed, y = log_powerkw)) + geom_line(color = "blue")
plot5 <- plot5 + facet_grid(vesclasstypeid~.) + xlim(12, 20) + theme_grey(base_size = 15)
plot5 +  geom_line(aes(y = log_focons, color = "FO")) +  labs(x = "speed intervals", y = "power and fuel oil consumption", title = "speed vs fuel oil consumption vs power")

Looking at the similarity of the classes by the sea trial properties

summary(vesseltrials)
##  vesclasstypeid         speed          powerkw          focons      
##  Length:364         Min.   :11.00   Min.   : 2750   Min.   : 11.35  
##  Class :character   1st Qu.:13.00   1st Qu.: 6638   1st Qu.: 28.44  
##  Mode  :character   Median :14.50   Median :12376   Median : 52.54  
##                     Mean   :14.61   Mean   :14980   Mean   : 63.56  
##                     3rd Qu.:16.00   3rd Qu.:20846   3rd Qu.: 89.08  
##                     Max.   :19.00   Max.   :50600   Max.   :204.02  
##   log_powerkw       log_focons   
##  Min.   : 7.919   Min.   :2.429  
##  1st Qu.: 8.800   1st Qu.:3.348  
##  Median : 9.424   Median :3.962  
##  Mean   : 9.377   Mean   :3.921  
##  3rd Qu.: 9.945   3rd Qu.:4.490  
##  Max.   :10.832   Max.   :5.318
library(tidyr)
## Warning: package 'tidyr' was built under R version 3.4.4
vesseltrials2 <- select(vesseltrials, vesclasstypeid, speed, powerkw)
vesseltrials3 <- spread(vesseltrials2, speed, powerkw)
vesseltrials4 <- select(vesseltrials3, c("12", "12.25", "12.5", "12.75", "13","13.25", "13.5", "13.75", "14", "14.25", "14.5", "14.75", "15", "15.25", "15.75", "16", "16.25", "16.5", "16.75"))
vesseltrials4
##          12    12.25     12.5    12.75       13    13.25     13.5    13.75
## 1   6300.00  6700.00  7100.00  7600.00  8100.00  8600.00  9100.00  9700.00
## 2   4000.00  4250.00  4500.00  4750.00  5050.00  5340.00  5560.00  6000.00
## 3   4700.00  5000.00  5400.00  5600.00  5900.00  6100.00  6600.00  6900.00
## 4  13000.00 12800.00 14500.00 15300.00 16200.00 17200.00 18000.00 19000.00
## 5  13000.00 12800.00 14500.00 15300.00 16200.00 17200.00 18000.00 19000.00
## 6   4650.00  5000.00  5300.00  5600.00  5975.00  6350.00  6650.00  7100.00
## 7   9200.00  9700.00 10200.00 11000.00 11500.00 12200.00 12800.00 13500.00
## 8   9000.00  9600.00 10200.00 10800.00 11400.00 12000.00 12800.00 13500.00
## 9  10441.18 11029.41 11544.12 11911.76 12977.94 13676.47 14448.53 15514.71
## 10       NA       NA       NA       NA 12058.82       NA       NA       NA
## 11  9411.76  9852.94 10294.12 10882.35 11470.59 12132.35 12794.12 13382.35
## 12  3014.71  3235.29  3897.06  4227.94  4485.29  4779.41  5073.53  5367.65
## 13  2750.00       NA       NA       NA  3500.00       NA       NA       NA
## 14  2750.00       NA       NA       NA  3500.00       NA       NA       NA
## 15       NA       NA       NA 10735.29 11544.12 12352.94 13161.76 13897.06
## 16       NA       NA       NA       NA       NA       NA       NA       NA
##          14    14.25     14.5    14.75       15    15.25    15.75       16
## 1  10200.00 10800.00 11500.00 12075.00 12800.00 13575.00 15100.00 16000.00
## 2   6360.00  6820.00  7240.00  7660.00  8160.00  8620.00       NA       NA
## 3   7400.00  7800.00  8300.00  8800.00  9400.00 10000.00       NA       NA
## 4  20100.00 21200.00 22200.00 23400.00 24600.00 26000.00 28700.00 30000.00
## 5  20100.00 21200.00 22200.00 23400.00 24600.00 26000.00 28700.00 30000.00
## 6   7500.00  8000.00  8400.00  8900.00  9575.00 10250.00 11850.00 12850.00
## 7  14300.00 15100.00 15900.00 16800.00 17600.00 18500.00 20300.00 21300.00
## 8  14200.00 15000.00 15800.00 16600.00 17500.00 18200.00 20100.00 21000.00
## 9  16029.41 16911.76 18088.24 18970.59 20073.53 20808.82 22794.12 24338.24
## 10 15147.06       NA       NA       NA 18676.47       NA       NA 22647.06
## 11 14044.12 14705.88 15588.24 16323.53 17205.88 17941.18 19779.41 20588.24
## 12  5698.53  6066.18  6433.82  6801.47  7205.88  7647.06  8529.41  9117.65
## 13  4350.00       NA       NA       NA  5350.00       NA       NA  6400.00
## 14  4350.00       NA       NA       NA  5350.00       NA       NA  6400.00
## 15 14705.88 15588.24 16250.00 17132.35 18014.71 18897.06 20808.82 21691.18
## 16       NA       NA       NA       NA       NA       NA       NA       NA
##       16.25     16.5    16.75
## 1  16900.00 18000.00 19100.00
## 2        NA       NA       NA
## 3        NA       NA       NA
## 4  31200.00 33000.00 34700.00
## 5  31200.00 33000.00 34700.00
## 6  13800.00 15050.00 16300.00
## 7  22200.00 23200.00 24400.00
## 8  22000.00 23100.00 24100.00
## 9  25661.76 26691.18       NA
## 10       NA       NA       NA
## 11 21470.59 22205.88 23235.29
## 12  9742.65 10441.18       NA
## 13       NA       NA       NA
## 14       NA       NA       NA
## 15 22720.59 23750.00 24926.47
## 16       NA       NA       NA

imputing the missing values

There are no single rows without NA and so data cannot be imputed

# library(mice)
# miced <- mice(vesseltrials4, method = "rf")
# vesseltrials5 <- complete(miced)
# anyNA(vesseltrials5)
# 
# 
# # using KNNOutput
# library(DMwR)
# knnoutout <- knnImputation(vesseltrials4)

Fuel consumtion details

fuelconsumption <- read.xlsx("./vessel_details.xlsx", colNames = TRUE, sheet =5)
dim(fuelconsumption)
## [1] 226825     67
head(fuelconsumption)
##     SMReportID     VesselID VoyageNo HSFOConsME HSFOConsAE HSFOConsBoiler
## 1 662A00000003 MSMA00000184        1        0.0        0.0            0.0
## 2 662A00000006 MSMA00000184        1       10.5        2.5            0.1
## 3 662A00000007 MSMA00000184        1       17.5        2.3            1.1
## 4 662A00000008 MSMA00000184        1       15.0        1.9            1.4
## 5 662A00000009 MSMA00000184        1        0.8        1.0            0.2
## 6 662A00000010 MSMA00000184        1        0.0        0.0            0.0
##   HSFOConsIGS HSFOConsSulfurContent LSFOConsME LSFOConsAE LSFOConsBoiler
## 1           0                  3.28          0          0              0
## 2           0                  3.28          0          0              0
## 3           0                  3.28          0          0              0
## 4           0                  3.28          0          0              0
## 5           0                  3.28          0          0              0
## 6           0                  3.28          0          0              0
##   LSFOConsIGS LSFOConsSulfurContent MDOConsME MDOConsAE MDOConsIncinerator
## 1           0                     0         0         0                  0
## 2           0                     0         0         0                  0
## 3           0                     0         0         0                  0
## 4           0                     0         0         0                  0
## 5           0                     0         0         0                  0
## 6           0                     0         0         0                  0
##   MDOConsBoiler MDOConsIGG MDOConsCargoPack MDOConsSulfurContent MGOConsME
## 1             0          0                0                    0         0
## 2             0          0                0                    0         0
## 3             0          0                0                    0         0
## 4             0          0                0                    0         0
## 5             0          0                0                    0         0
## 6             0          0                0                    0         0
##   MGOConsAE MGOConsIncinerator MGOConsBoiler MGOConsIGG MGOConsCargoPack
## 1       0.0                  0             0          0                0
## 2       0.0                  0             0          0                0
## 3       0.0                  0             0          0                0
## 4       0.0                  0             0          0                0
## 5       0.1                  0             0          0                0
## 6       0.0                  0             0          0                0
##   MGOConsSulfurContent LSMGOConsME LSMGOConsAE LSMGOConsIncinerator
## 1                   NA           0           0                    0
## 2                   NA           0           0                    0
## 3                   NA           0           0                    0
## 4                    0           0           0                    0
## 5                    0           0           0                    0
## 6                    0           0           0                    0
##   LSMGOConsBoiler LSMGOConsIGG LSMGOConsCargoPack LSMGOConsSulfurContent
## 1               0            0                  0                  0.044
## 2               0            0                  0                  0.044
## 3               0            0                  0                  0.044
## 4               0            0                  0                  0.044
## 5               0            0                  0                  0.044
## 6               0            0                  0                  0.044
##   CylinderOilCons SystemOilCons WXConsDO WXConsFO WXTankCleaning Updated
## 1              10            NA       NA       NA             NA   FALSE
## 2              90            NA        0     13.1              0   FALSE
## 3             100            NA        0     20.9              0   FALSE
## 4              90            NA        0     18.3              0   FALSE
## 5              10            NA       NA       NA             NA   FALSE
## 6               0            NA       NA       NA             NA   FALSE
##   Deleted CreatedBy CreatedOn  UpdatedBy UpdatedOn SMConsReportID
## 1   FALSE     cheng  41579.17      cheng  41579.17   662A00000002
## 2   FALSE    master  41579.18 shamnad.jh  41579.46   662A00000003
## 3   FALSE    master  41579.90     master  41580.64   662A00000006
## 4   FALSE     cheng  41580.79      cheng  41580.92   662A00000007
## 5   FALSE     cheng  41580.92      cheng  41580.93   662A00000008
## 6   FALSE     cheng  41581.43      cheng  41581.49   662A00000009
##   HSFOConsAETankClean HSFOConsAEInerting HSFOConsBoilerTankClean
## 1                  NA                 NA                      NA
## 2                  NA                 NA                      NA
## 3                  NA                 NA                      NA
## 4                  NA                 NA                      NA
## 5                  NA                 NA                      NA
## 6                  NA                 NA                      NA
##   HSFOConsBoilerInerting LSFOConsAETankClean LSFOConsAEInerting
## 1                     NA                  NA                 NA
## 2                     NA                  NA                 NA
## 3                     NA                  NA                 NA
## 4                     NA                  NA                 NA
## 5                     NA                  NA                 NA
## 6                     NA                  NA                 NA
##   LSFOConsBoilerTankClean LSFOConsBoilerInerting MDOConsAETankClean
## 1                      NA                     NA                 NA
## 2                      NA                     NA                 NA
## 3                      NA                     NA                 NA
## 4                      NA                     NA                 NA
## 5                      NA                     NA                 NA
## 6                      NA                     NA                 NA
##   MDOConsAEInerting MDOConsBoilerTankClean MDOConsBoilerInerting
## 1                NA                     NA                    NA
## 2                NA                     NA                    NA
## 3                NA                     NA                    NA
## 4                NA                     NA                    NA
## 5                NA                     NA                    NA
## 6                NA                     NA                    NA
##   MGOConsAETankClean MGOConsAEInerting MGOConsBoilerTankClean
## 1                 NA                NA                     NA
## 2                 NA                NA                     NA
## 3                 NA                NA                     NA
## 4                 NA                NA                     NA
## 5                 NA                NA                     NA
## 6                 NA                NA                     NA
##   MGOConsBoilerInerting LSMGOConsAETankClean LSMGOConsAEInerting
## 1                    NA                   NA                  NA
## 2                    NA                   NA                  NA
## 3                    NA                   NA                  NA
## 4                    NA                   NA                  NA
## 5                    NA                   NA                  NA
## 6                    NA                   NA                  NA
##   LSMGOConsBoilerTankClean LSMGOConsBoilerInerting FOMeasurementMethodId
## 1                       NA                      NA                    NA
## 2                       NA                      NA                    NA
## 3                       NA                      NA                    NA
## 4                       NA                      NA                    NA
## 5                       NA                      NA                    NA
## 6                       NA                      NA                    NA
fuelconsumption2 <- select(fuelconsumption, c(1:66)) 


# formatting the data
summary(fuelconsumption2)
##   SMReportID          VesselID            VoyageNo         HSFOConsME     
##  Length:226825      Length:226825      Min.   :      0   Min.   :  -5.40  
##  Class :character   Class :character   1st Qu.:     18   1st Qu.:   0.00  
##  Mode  :character   Mode  :character   Median :    152   Median :   7.20  
##                                        Mean   : 110956   Mean   :  23.11  
##                                        3rd Qu.: 201503   3rd Qu.:  36.30  
##                                        Max.   :2018021   Max.   :1244.80  
##                                                          NA's   :42       
##    HSFOConsAE     HSFOConsBoiler     HSFOConsIGS      
##  Min.   : 0.000   Min.   :  0.000   Min.   :   0.000  
##  1st Qu.: 0.500   1st Qu.:  0.000   1st Qu.:   0.000  
##  Median : 2.800   Median :  0.000   Median :   0.000  
##  Mean   : 2.677   Mean   :  1.691   Mean   :   0.055  
##  3rd Qu.: 4.300   3rd Qu.:  1.200   3rd Qu.:   0.000  
##  Max.   :34.200   Max.   :172.600   Max.   :3599.300  
##  NA's   :3426     NA's   :3829      NA's   :4500      
##  HSFOConsSulfurContent   LSFOConsME          LSFOConsAE    
##  Min.   :   0.00       Min.   : -600.000   Min.   :-0.970  
##  1st Qu.:   2.27       1st Qu.:    0.000   1st Qu.: 0.000  
##  Median :   3.20       Median :    0.000   Median : 0.000  
##  Mean   :   2.52       Mean   :    0.448   Mean   : 0.081  
##  3rd Qu.:   3.38       3rd Qu.:    0.000   3rd Qu.: 0.000  
##  Max.   :3022.00       Max.   :23700.000   Max.   :39.100  
##  NA's   :47344         NA's   :2841        NA's   :6216    
##  LSFOConsBoiler     LSFOConsIGS       LSFOConsSulfurContent
##  Min.   :-31.300   Min.   :-610.000   Min.   :  0.00       
##  1st Qu.:  0.000   1st Qu.:   0.000   1st Qu.:  0.00       
##  Median :  0.000   Median :   0.000   Median :  0.00       
##  Mean   :  0.118   Mean   :  -0.001   Mean   :  0.12       
##  3rd Qu.:  0.000   3rd Qu.:   0.000   3rd Qu.:  0.00       
##  Max.   :118.400   Max.   : 332.800   Max.   :899.00       
##  NA's   :6228      NA's   :6442       NA's   :48021        
##    MDOConsME            MDOConsAE      MDOConsIncinerator MDOConsBoiler   
##  Min.   :-221.80000   Min.   : 0.000   Min.   :  0.000    Min.   :  0.00  
##  1st Qu.:   0.00000   1st Qu.: 0.000   1st Qu.:  0.000    1st Qu.:  0.00  
##  Median :   0.00000   Median : 0.000   Median :  0.000    Median :  0.00  
##  Mean   :   0.00744   Mean   : 0.018   Mean   :  0.006    Mean   :  0.02  
##  3rd Qu.:   0.00000   3rd Qu.: 0.000   3rd Qu.:  0.000    3rd Qu.:  0.00  
##  Max.   : 143.51000   Max.   :10.300   Max.   :183.500    Max.   :133.90  
##  NA's   :25           NA's   :3438     NA's   :3762       NA's   :4130    
##    MDOConsIGG      MDOConsCargoPack  MDOConsSulfurContent   MGOConsME    
##  Min.   :  0.000   Min.   :  0.000   Min.   :0.00         Min.   : 0     
##  1st Qu.:  0.000   1st Qu.:  0.000   1st Qu.:0.00         1st Qu.: 0     
##  Median :  0.000   Median :  0.000   Median :0.00         Median : 0     
##  Mean   :  0.016   Mean   :  0.015   Mean   :0.01         Mean   : 0     
##  3rd Qu.:  0.000   3rd Qu.:  0.000   3rd Qu.:0.00         3rd Qu.: 0     
##  Max.   :128.800   Max.   :704.000   Max.   :3.50         Max.   :99     
##  NA's   :4196      NA's   :4365      NA's   :48980        NA's   :47080  
##    MGOConsAE     MGOConsIncinerator MGOConsBoiler     MGOConsIGG   
##  Min.   : 0      Min.   :0.0        Min.   : 0.0    Min.   : 0.00  
##  1st Qu.: 0      1st Qu.:0.0        1st Qu.: 0.0    1st Qu.: 0.00  
##  Median : 0      Median :0.0        Median : 0.0    Median : 0.00  
##  Mean   : 0      Mean   :0.0        Mean   : 0.0    Mean   : 0.03  
##  3rd Qu.: 0      3rd Qu.:0.0        3rd Qu.: 0.0    3rd Qu.: 0.00  
##  Max.   :10      Max.   :1.9        Max.   :10.7    Max.   :19.00  
##  NA's   :47074   NA's   :47086      NA's   :47207   NA's   :47256  
##  MGOConsCargoPack MGOConsSulfurContent  LSMGOConsME      LSMGOConsAE   
##  Min.   :  0.00   Min.   : 0.00        Min.   :-11.10   Min.   : 0.00  
##  1st Qu.:  0.00   1st Qu.: 0.00        1st Qu.:  0.00   1st Qu.: 0.00  
##  Median :  0.00   Median : 0.00        Median :  0.00   Median : 0.00  
##  Mean   :  0.01   Mean   : 0.03        Mean   :  0.39   Mean   : 0.22  
##  3rd Qu.:  0.00   3rd Qu.: 0.00        3rd Qu.:  0.00   3rd Qu.: 0.00  
##  Max.   :186.00   Max.   :89.00        Max.   :105.00   Max.   :90.00  
##  NA's   :47274    NA's   :49269        NA's   :46901    NA's   :46915  
##  LSMGOConsIncinerator LSMGOConsBoiler   LSMGOConsIGG   LSMGOConsCargoPack
##  Min.   : 0.00        Min.   :  0.00   Min.   :-2.00   Min.   : 0.00     
##  1st Qu.: 0.00        1st Qu.:  0.00   1st Qu.: 0.00   1st Qu.: 0.00     
##  Median : 0.00        Median :  0.00   Median : 0.00   Median : 0.00     
##  Mean   : 0.02        Mean   :  0.29   Mean   : 0.02   Mean   : 0.03     
##  3rd Qu.: 0.00        3rd Qu.:  0.00   3rd Qu.: 0.00   3rd Qu.: 0.00     
##  Max.   :81.40        Max.   :105.40   Max.   :11.40   Max.   :49.00     
##  NA's   :46920        NA's   :47021    NA's   :47082   NA's   :47093     
##  LSMGOConsSulfurContent CylinderOilCons     SystemOilCons      
##  Min.   : 0.00          Min.   :   -13010   Min.   : -5011.00  
##  1st Qu.: 0.00          1st Qu.:        4   1st Qu.:     0.00  
##  Median : 0.01          Median :      105   Median :     0.00  
##  Mean   : 0.04          Mean   :     3684   Mean   :     9.76  
##  3rd Qu.: 0.05          3rd Qu.:      280   3rd Qu.:     0.00  
##  Max.   :46.00          Max.   :752115663   Max.   :148502.00  
##  NA's   :47990          NA's   :12834       NA's   :40850      
##     WXConsDO          WXConsFO        WXTankCleaning    Updated       
##  Min.   :   0.00   Min.   :    0.00   Min.   :  0.00   Mode :logical  
##  1st Qu.:   0.00   1st Qu.:    1.50   1st Qu.:  0.00   FALSE:226825   
##  Median :   0.00   Median :   30.10   Median :  0.00                  
##  Mean   :   0.54   Mean   :   33.49   Mean   :  0.57                  
##  3rd Qu.:   0.00   3rd Qu.:   38.60   3rd Qu.:  0.00                  
##  Max.   :4048.00   Max.   :23015.00   Max.   :300.00                  
##  NA's   :214124    NA's   :210885     NA's   :217997                  
##   Deleted         CreatedBy           CreatedOn      UpdatedBy        
##  Mode :logical   Length:226825      Min.   :39818   Length:226825     
##  FALSE:226825    Class :character   1st Qu.:41554   Class :character  
##                  Mode  :character   Median :42273   Mode  :character  
##                                     Mean   :42110                     
##                                     3rd Qu.:42828                     
##                                     Max.   :43320                     
##                                                                       
##    UpdatedOn     SMConsReportID     HSFOConsAETankClean HSFOConsAEInerting
##  Min.   :39818   Length:226825      Min.   : 0.00       Min.   : 0.00     
##  1st Qu.:41554   Class :character   1st Qu.: 0.00       1st Qu.: 0.00     
##  Median :42273   Mode  :character   Median : 0.00       Median : 0.00     
##  Mean   :42110                      Mean   : 0.04       Mean   : 0.02     
##  3rd Qu.:42829                      3rd Qu.: 0.00       3rd Qu.: 0.00     
##  Max.   :43320                      Max.   :71.70       Max.   :16.00     
##                                     NA's   :101266      NA's   :101180    
##  HSFOConsBoilerTankClean HSFOConsBoilerInerting LSFOConsAETankClean
##  Min.   :   0.00         Min.   :  0.00         Min.   :0          
##  1st Qu.:   0.00         1st Qu.:  0.00         1st Qu.:0          
##  Median :   0.00         Median :  0.00         Median :0          
##  Mean   :   0.15         Mean   :  0.07         Mean   :0          
##  3rd Qu.:   0.00         3rd Qu.:  0.00         3rd Qu.:0          
##  Max.   :7022.20         Max.   :415.00         Max.   :0          
##  NA's   :101180          NA's   :101166         NA's   :101156     
##  LSFOConsAEInerting LSFOConsBoilerTankClean LSFOConsBoilerInerting
##  Min.   :0          Min.   :0               Min.   :0             
##  1st Qu.:0          1st Qu.:0               1st Qu.:0             
##  Median :0          Median :0               Median :0             
##  Mean   :0          Mean   :0               Mean   :0             
##  3rd Qu.:0          3rd Qu.:0               3rd Qu.:0             
##  Max.   :0          Max.   :0               Max.   :0             
##  NA's   :101156     NA's   :101154          NA's   :101155        
##  MDOConsAETankClean MDOConsAEInerting MDOConsBoilerTankClean
##  Min.   :0          Min.   :0         Min.   :0             
##  1st Qu.:0          1st Qu.:0         1st Qu.:0             
##  Median :0          Median :0         Median :0             
##  Mean   :0          Mean   :0         Mean   :0             
##  3rd Qu.:0          3rd Qu.:0         3rd Qu.:0             
##  Max.   :0          Max.   :0         Max.   :0             
##  NA's   :100777     NA's   :100777    NA's   :100777        
##  MDOConsBoilerInerting MGOConsAETankClean MGOConsAEInerting
##  Min.   :0.0           Min.   :0.0        Min.   :0        
##  1st Qu.:0.0           1st Qu.:0.0        1st Qu.:0        
##  Median :0.0           Median :0.0        Median :0        
##  Mean   :0.0           Mean   :0.0        Mean   :0        
##  3rd Qu.:0.0           3rd Qu.:0.0        3rd Qu.:0        
##  Max.   :1.5           Max.   :4.6        Max.   :4        
##  NA's   :100778        NA's   :100777     NA's   :100777   
##  MGOConsBoilerTankClean MGOConsBoilerInerting LSMGOConsAETankClean
##  Min.   :0              Min.   :0.0           Min.   : 0.00       
##  1st Qu.:0              1st Qu.:0.0           1st Qu.: 0.00       
##  Median :0              Median :0.0           Median : 0.00       
##  Mean   :0              Mean   :0.0           Mean   : 0.01       
##  3rd Qu.:0              3rd Qu.:0.0           3rd Qu.: 0.00       
##  Max.   :0              Max.   :0.5           Max.   :80.11       
##  NA's   :100777         NA's   :100777        NA's   :100793      
##  LSMGOConsAEInerting LSMGOConsBoilerTankClean LSMGOConsBoilerInerting
##  Min.   :0.0         Min.   : 0               Min.   : 0.00          
##  1st Qu.:0.0         1st Qu.: 0               1st Qu.: 0.00          
##  Median :0.0         Median : 0               Median : 0.00          
##  Mean   :0.0         Mean   : 0               Mean   : 0.01          
##  3rd Qu.:0.0         3rd Qu.: 0               3rd Qu.: 0.00          
##  Max.   :8.2         Max.   :40               Max.   :92.00          
##  NA's   :100783      NA's   :100779           NA's   :100781
head(fuelconsumption2)
##     SMReportID     VesselID VoyageNo HSFOConsME HSFOConsAE HSFOConsBoiler
## 1 662A00000003 MSMA00000184        1        0.0        0.0            0.0
## 2 662A00000006 MSMA00000184        1       10.5        2.5            0.1
## 3 662A00000007 MSMA00000184        1       17.5        2.3            1.1
## 4 662A00000008 MSMA00000184        1       15.0        1.9            1.4
## 5 662A00000009 MSMA00000184        1        0.8        1.0            0.2
## 6 662A00000010 MSMA00000184        1        0.0        0.0            0.0
##   HSFOConsIGS HSFOConsSulfurContent LSFOConsME LSFOConsAE LSFOConsBoiler
## 1           0                  3.28          0          0              0
## 2           0                  3.28          0          0              0
## 3           0                  3.28          0          0              0
## 4           0                  3.28          0          0              0
## 5           0                  3.28          0          0              0
## 6           0                  3.28          0          0              0
##   LSFOConsIGS LSFOConsSulfurContent MDOConsME MDOConsAE MDOConsIncinerator
## 1           0                     0         0         0                  0
## 2           0                     0         0         0                  0
## 3           0                     0         0         0                  0
## 4           0                     0         0         0                  0
## 5           0                     0         0         0                  0
## 6           0                     0         0         0                  0
##   MDOConsBoiler MDOConsIGG MDOConsCargoPack MDOConsSulfurContent MGOConsME
## 1             0          0                0                    0         0
## 2             0          0                0                    0         0
## 3             0          0                0                    0         0
## 4             0          0                0                    0         0
## 5             0          0                0                    0         0
## 6             0          0                0                    0         0
##   MGOConsAE MGOConsIncinerator MGOConsBoiler MGOConsIGG MGOConsCargoPack
## 1       0.0                  0             0          0                0
## 2       0.0                  0             0          0                0
## 3       0.0                  0             0          0                0
## 4       0.0                  0             0          0                0
## 5       0.1                  0             0          0                0
## 6       0.0                  0             0          0                0
##   MGOConsSulfurContent LSMGOConsME LSMGOConsAE LSMGOConsIncinerator
## 1                   NA           0           0                    0
## 2                   NA           0           0                    0
## 3                   NA           0           0                    0
## 4                    0           0           0                    0
## 5                    0           0           0                    0
## 6                    0           0           0                    0
##   LSMGOConsBoiler LSMGOConsIGG LSMGOConsCargoPack LSMGOConsSulfurContent
## 1               0            0                  0                  0.044
## 2               0            0                  0                  0.044
## 3               0            0                  0                  0.044
## 4               0            0                  0                  0.044
## 5               0            0                  0                  0.044
## 6               0            0                  0                  0.044
##   CylinderOilCons SystemOilCons WXConsDO WXConsFO WXTankCleaning Updated
## 1              10            NA       NA       NA             NA   FALSE
## 2              90            NA        0     13.1              0   FALSE
## 3             100            NA        0     20.9              0   FALSE
## 4              90            NA        0     18.3              0   FALSE
## 5              10            NA       NA       NA             NA   FALSE
## 6               0            NA       NA       NA             NA   FALSE
##   Deleted CreatedBy CreatedOn  UpdatedBy UpdatedOn SMConsReportID
## 1   FALSE     cheng  41579.17      cheng  41579.17   662A00000002
## 2   FALSE    master  41579.18 shamnad.jh  41579.46   662A00000003
## 3   FALSE    master  41579.90     master  41580.64   662A00000006
## 4   FALSE     cheng  41580.79      cheng  41580.92   662A00000007
## 5   FALSE     cheng  41580.92      cheng  41580.93   662A00000008
## 6   FALSE     cheng  41581.43      cheng  41581.49   662A00000009
##   HSFOConsAETankClean HSFOConsAEInerting HSFOConsBoilerTankClean
## 1                  NA                 NA                      NA
## 2                  NA                 NA                      NA
## 3                  NA                 NA                      NA
## 4                  NA                 NA                      NA
## 5                  NA                 NA                      NA
## 6                  NA                 NA                      NA
##   HSFOConsBoilerInerting LSFOConsAETankClean LSFOConsAEInerting
## 1                     NA                  NA                 NA
## 2                     NA                  NA                 NA
## 3                     NA                  NA                 NA
## 4                     NA                  NA                 NA
## 5                     NA                  NA                 NA
## 6                     NA                  NA                 NA
##   LSFOConsBoilerTankClean LSFOConsBoilerInerting MDOConsAETankClean
## 1                      NA                     NA                 NA
## 2                      NA                     NA                 NA
## 3                      NA                     NA                 NA
## 4                      NA                     NA                 NA
## 5                      NA                     NA                 NA
## 6                      NA                     NA                 NA
##   MDOConsAEInerting MDOConsBoilerTankClean MDOConsBoilerInerting
## 1                NA                     NA                    NA
## 2                NA                     NA                    NA
## 3                NA                     NA                    NA
## 4                NA                     NA                    NA
## 5                NA                     NA                    NA
## 6                NA                     NA                    NA
##   MGOConsAETankClean MGOConsAEInerting MGOConsBoilerTankClean
## 1                 NA                NA                     NA
## 2                 NA                NA                     NA
## 3                 NA                NA                     NA
## 4                 NA                NA                     NA
## 5                 NA                NA                     NA
## 6                 NA                NA                     NA
##   MGOConsBoilerInerting LSMGOConsAETankClean LSMGOConsAEInerting
## 1                    NA                   NA                  NA
## 2                    NA                   NA                  NA
## 3                    NA                   NA                  NA
## 4                    NA                   NA                  NA
## 5                    NA                   NA                  NA
## 6                    NA                   NA                  NA
##   LSMGOConsBoilerTankClean LSMGOConsBoilerInerting
## 1                       NA                      NA
## 2                       NA                      NA
## 3                       NA                      NA
## 4                       NA                      NA
## 5                       NA                      NA
## 6                       NA                      NA
names(fuelconsumption2) <- tolower(names(fuelconsumption2))
fuelconsumption2$updatedon <- convertToDate(fuelconsumption2$updatedon, origin = "1900-01-01")
head(fuelconsumption2$updatedon)
## [1] "2013-11-01" "2013-11-01" "2013-11-02" "2013-11-02" "2013-11-02"
## [6] "2013-11-03"
summary(vessels2)
##    vesselid          vesselname        vesshortcode         vestypeid 
##  Length:160         Length:160         Length:160         to     :58  
##  Class :character   Class :character   Class :character   tc     :50  
##  Mode  :character   Mode  :character   Mode  :character   wa     :22  
##                                                           bc     :15  
##                                                           tr     :10  
##                                                           cn     : 3  
##                                                           (Other): 2  
##  vesflagid vesstatusid vesselclient       classnotation     
##  are:  1   01:105      Length:160         Length:160        
##  bhs: 18   03: 39      Class :character   Class :character  
##  kor: 16   06:  3      Mode  :character   Mode  :character  
##  lbr: 13   07: 13                                           
##  pan:  5                                                    
##  sau:107                                                    
##                                                             
##  superintendent       operator          imonumber        
##  Length:160         Length:160         Length:160        
##  Class :character   Class :character   Class :character  
##  Mode  :character   Mode  :character   Mode  :character  
##                                                          
##                                                          
##                                                          
##                                                          
##  vesselclassid        ismstatus    lastdrydock        
##  Length:160         F      : 17   Min.   :1998-09-26  
##  Class :character   f      : 16   1st Qu.:2014-04-14  
##  Mode  :character   MAR    :  6   Median :2016-01-02  
##                     MAY    :  3   Mean   :2014-03-21  
##                     APR    :  2   3rd Qu.:2017-04-26  
##                     (Other): 13   Max.   :2018-07-01  
##                     NA's   :103   NA's   :68          
##   nextdrydock          yardbuilt           datebuilt         
##  Min.   :2003-10-09   Length:160         Min.   :1982-06-24  
##  1st Qu.:2019-01-10   Class :character   1st Qu.:2003-01-15  
##  Median :2020-03-31   Mode  :character   Median :2009-01-29  
##  Mean   :2019-03-30                      Mean   :2006-06-19  
##  3rd Qu.:2021-07-19                      3rd Qu.:2013-01-20  
##  Max.   :2023-07-01                      Max.   :2018-05-09  
##  NA's   :59                              NA's   :54          
##     keellaid          hulltypeid    metypeid  conversion     
##  Min.   :1980-12-02   db  : 8    01     :22   Mode :logical  
##  1st Qu.:2002-08-12   dh  :91    08     :17   FALSE:160      
##  Median :2008-10-20   sh  : 5    09     :10                  
##  Mean   :2005-09-29   NA's:56    10     :10                  
##  3rd Qu.:2012-07-01              16     :10                  
##  Max.   :2017-07-19              (Other):35                  
##  NA's   :55                      NA's   :56                  
##    fwportable        fwfeed       fwdistilled     mefuelused dgfuelused
##  Min.   :  0.0   Min.   :  0.0   Min.   :  0.00   f0004:73   d0001:14  
##  1st Qu.:269.2   1st Qu.:  1.3   1st Qu.:  0.00   f0005: 7   d0008:31  
##  Median :290.4   Median :109.8   Median : 18.00   NA's :80   g0002:21  
##  Mean   :312.8   Mean   :148.9   Mean   : 44.11              NA's :94  
##  3rd Qu.:416.0   3rd Qu.:328.9   3rd Qu.: 35.10                        
##  Max.   :668.2   Max.   :650.3   Max.   :269.20                        
##  NA's   :89      NA's   :100     NA's   :93                            
##  breadthmoulded  breadthextreme   depthextreme        loa       
##  Min.   : 0.00   Min.   : 0.00   Min.   : 0.00   Min.   :  0.0  
##  1st Qu.:32.20   1st Qu.:32.20   1st Qu.:18.80   1st Qu.:183.0  
##  Median :32.29   Median :56.00   Median :21.20   Median :229.0  
##  Mean   :42.05   Mean   :43.99   Mean   :22.79   Mean   :248.8  
##  3rd Qu.:60.00   3rd Qu.:60.00   3rd Qu.:30.48   3rd Qu.:333.0  
##  Max.   :60.05   Max.   :60.05   Max.   :31.80   Max.   :340.0  
##  NA's   :50      NA's   :72      NA's   :50      NA's   :50     
##       lbp         pitchtype propellerpitch  counterfitted  
##  Min.   :   0.0   f   :96   Min.   :0.000   Mode :logical  
##  1st Qu.: 174.0   v   : 6   1st Qu.:4.052   FALSE:128      
##  Median : 232.7   NA's:58   Median :5.903   TRUE :32       
##  Mean   : 256.4             Mean   :5.181                  
##  3rd Qu.: 320.0             3rd Qu.:7.006                  
##  Max.   :2113.0             Max.   :7.346                  
##  NA's   :52                 NA's   :52                     
##    winterdwt        summerdwt       tropicaldwt      lightshipdwt  
##  Min.   :     0   Min.   :     0   Min.   :     0   Min.   :    0  
##  1st Qu.: 44154   1st Qu.: 45571   1st Qu.: 46900   1st Qu.:10628  
##  Median : 65374   Median : 67679   Median : 70001   Median :18624  
##  Mean   :151527   Mean   :156897   Mean   :160010   Mean   :26376  
##  3rd Qu.:295009   3rd Qu.:303127   3rd Qu.:309999   3rd Qu.:44387  
##  Max.   :355395   Max.   :321234   Max.   :366165   Max.   :48500  
##  NA's   :51       NA's   :49       NA's   :51       NA's   :54     
##   winterdraft        summerdraft       tropicaldraft       intgrosston    
##  Min.   :    0.00   Min.   :    0.00   Min.   :    0.00   Min.   :  5266  
##  1st Qu.:   11.91   1st Qu.:   12.17   1st Qu.:   12.43   1st Qu.: 29575  
##  Median :   13.24   Median :   13.52   Median :   13.80   Median : 50714  
##  Mean   : 1003.98   Mean   : 1025.30   Mean   : 1046.63   Mean   : 87708  
##  3rd Qu.:   22.05   3rd Qu.:   22.52   3rd Qu.:   22.99   3rd Qu.:160782  
##  Max.   :21172.00   Max.   :21622.00   Max.   :22072.00   Max.   :164292  
##  NA's   :53         NA's   :53         NA's   :53         NA's   :49      
##    intnetton       suezgrosston      sueznetton     panamagrosston  
##  Min.   :     0   Min.   :     0   Min.   :     0   Min.   :     0  
##  1st Qu.: 12054   1st Qu.: 31134   1st Qu.: 27454   1st Qu.:     0  
##  Median : 27724   Median : 45982   Median : 41252   Median :     0  
##  Mean   : 53894   Mean   : 86629   Mean   : 80492   Mean   : 18584  
##  3rd Qu.:106856   3rd Qu.:162873   3rd Qu.:152792   3rd Qu.: 41491  
##  Max.   :112281   Max.   :166739   Max.   :156181   Max.   :144766  
##  NA's   :49       NA's   :49       NA's   :49       NA's   :110     
##   panamanetton     accounting        crewing       mgmtstartdate       
##  Min.   :    0   Min.   :0.0000   Min.   :0.0000   Min.   :1996-07-23  
##  1st Qu.:    0   1st Qu.:0.0000   1st Qu.:0.0000   1st Qu.:2005-12-04  
##  Median :11721   Median :0.0000   Median :0.0000   Median :2012-01-01  
##  Mean   :16509   Mean   :0.0625   Mean   :0.1375   Mean   :2009-09-24  
##  3rd Qu.:28907   3rd Qu.:0.0000   3rd Qu.:0.0000   3rd Qu.:2014-10-06  
##  Max.   :49546   Max.   :1.0000   Max.   :1.0000   Max.   :2018-05-09  
##  NA's   :100                                       NA's   :38          
##  vesclasstypeid lubeinvreportbaseday lubeinvuserecoveredoil
##  ro-ro  :36     Min.   :25           Mode :logical         
##  bdb    :14     1st Qu.:25           FALSE:160             
##  mipo   :13     Median :25                                 
##  sls    :12     Mean   :25                                 
##  proj   :11     3rd Qu.:25                                 
##  (Other):61     Max.   :25                                 
##  NA's   :13                                                
##  noofauxenginesinuse  enginepower        memcr           aemcr1    
##  Min.   :2.000       Min.   : 8090   Min.   : 8090   Min.   : 680  
##  1st Qu.:3.000       1st Qu.: 9480   1st Qu.: 9480   1st Qu.: 977  
##  Median :3.000       Median :12450   Median :24000   Median :1200  
##  Mean   :2.969       Mean   :20061   Mean   :21237   Mean   :1235  
##  3rd Qu.:3.000       3rd Qu.:32810   3rd Qu.:33600   3rd Qu.:1490  
##  Max.   :4.000       Max.   :44640   Max.   :44640   Max.   :1800  
##                      NA's   :51      NA's   :70      NA's   :70    
##      aemcr2         aemcr3          age        timesincelastdd 
##  Min.   : 680   Min.   : 680   Min.   : 0.00   Min.   : 0.000  
##  1st Qu.: 977   1st Qu.: 960   1st Qu.: 5.00   1st Qu.: 1.000  
##  Median :1200   Median :1120   Median : 9.00   Median : 2.000  
##  Mean   :1235   Mean   :1257   Mean   :11.65   Mean   : 3.902  
##  3rd Qu.:1490   3rd Qu.:1490   3rd Qu.:15.00   3rd Qu.: 4.000  
##  Max.   :1800   Max.   :2400   Max.   :36.00   Max.   :19.000  
##  NA's   :70     NA's   :70     NA's   :54      NA's   :68      
##   timetonextdd   
##  Min.   : 1.000  
##  1st Qu.: 2.000  
##  Median : 3.000  
##  Mean   : 4.902  
##  3rd Qu.: 5.000  
##  Max.   :20.000  
##  NA's   :68
vesselsfuelconsumption <- merge(fuelconsumption2, vessels2, by = "vesselid")
summary(vesselsfuelconsumption)
##    vesselid          smreportid           voyageno         hsfoconsme     
##  Length:226825      Length:226825      Min.   :      0   Min.   :  -5.40  
##  Class :character   Class :character   1st Qu.:     18   1st Qu.:   0.00  
##  Mode  :character   Mode  :character   Median :    152   Median :   7.20  
##                                        Mean   : 110956   Mean   :  23.11  
##                                        3rd Qu.: 201503   3rd Qu.:  36.30  
##                                        Max.   :2018021   Max.   :1244.80  
##                                                          NA's   :42       
##    hsfoconsae     hsfoconsboiler     hsfoconsigs      
##  Min.   : 0.000   Min.   :  0.000   Min.   :   0.000  
##  1st Qu.: 0.500   1st Qu.:  0.000   1st Qu.:   0.000  
##  Median : 2.800   Median :  0.000   Median :   0.000  
##  Mean   : 2.677   Mean   :  1.691   Mean   :   0.055  
##  3rd Qu.: 4.300   3rd Qu.:  1.200   3rd Qu.:   0.000  
##  Max.   :34.200   Max.   :172.600   Max.   :3599.300  
##  NA's   :3426     NA's   :3829      NA's   :4500      
##  hsfoconssulfurcontent   lsfoconsme          lsfoconsae    
##  Min.   :   0.00       Min.   : -600.000   Min.   :-0.970  
##  1st Qu.:   2.27       1st Qu.:    0.000   1st Qu.: 0.000  
##  Median :   3.20       Median :    0.000   Median : 0.000  
##  Mean   :   2.52       Mean   :    0.448   Mean   : 0.081  
##  3rd Qu.:   3.38       3rd Qu.:    0.000   3rd Qu.: 0.000  
##  Max.   :3022.00       Max.   :23700.000   Max.   :39.100  
##  NA's   :47344         NA's   :2841        NA's   :6216    
##  lsfoconsboiler     lsfoconsigs       lsfoconssulfurcontent
##  Min.   :-31.300   Min.   :-610.000   Min.   :  0.00       
##  1st Qu.:  0.000   1st Qu.:   0.000   1st Qu.:  0.00       
##  Median :  0.000   Median :   0.000   Median :  0.00       
##  Mean   :  0.118   Mean   :  -0.001   Mean   :  0.12       
##  3rd Qu.:  0.000   3rd Qu.:   0.000   3rd Qu.:  0.00       
##  Max.   :118.400   Max.   : 332.800   Max.   :899.00       
##  NA's   :6228      NA's   :6442       NA's   :48021        
##    mdoconsme            mdoconsae      mdoconsincinerator mdoconsboiler   
##  Min.   :-221.80000   Min.   : 0.000   Min.   :  0.000    Min.   :  0.00  
##  1st Qu.:   0.00000   1st Qu.: 0.000   1st Qu.:  0.000    1st Qu.:  0.00  
##  Median :   0.00000   Median : 0.000   Median :  0.000    Median :  0.00  
##  Mean   :   0.00744   Mean   : 0.018   Mean   :  0.006    Mean   :  0.02  
##  3rd Qu.:   0.00000   3rd Qu.: 0.000   3rd Qu.:  0.000    3rd Qu.:  0.00  
##  Max.   : 143.51000   Max.   :10.300   Max.   :183.500    Max.   :133.90  
##  NA's   :25           NA's   :3438     NA's   :3762       NA's   :4130    
##    mdoconsigg      mdoconscargopack  mdoconssulfurcontent   mgoconsme    
##  Min.   :  0.000   Min.   :  0.000   Min.   :0.00         Min.   : 0     
##  1st Qu.:  0.000   1st Qu.:  0.000   1st Qu.:0.00         1st Qu.: 0     
##  Median :  0.000   Median :  0.000   Median :0.00         Median : 0     
##  Mean   :  0.016   Mean   :  0.015   Mean   :0.01         Mean   : 0     
##  3rd Qu.:  0.000   3rd Qu.:  0.000   3rd Qu.:0.00         3rd Qu.: 0     
##  Max.   :128.800   Max.   :704.000   Max.   :3.50         Max.   :99     
##  NA's   :4196      NA's   :4365      NA's   :48980        NA's   :47080  
##    mgoconsae     mgoconsincinerator mgoconsboiler     mgoconsigg   
##  Min.   : 0      Min.   :0.0        Min.   : 0.0    Min.   : 0.00  
##  1st Qu.: 0      1st Qu.:0.0        1st Qu.: 0.0    1st Qu.: 0.00  
##  Median : 0      Median :0.0        Median : 0.0    Median : 0.00  
##  Mean   : 0      Mean   :0.0        Mean   : 0.0    Mean   : 0.03  
##  3rd Qu.: 0      3rd Qu.:0.0        3rd Qu.: 0.0    3rd Qu.: 0.00  
##  Max.   :10      Max.   :1.9        Max.   :10.7    Max.   :19.00  
##  NA's   :47074   NA's   :47086      NA's   :47207   NA's   :47256  
##  mgoconscargopack mgoconssulfurcontent  lsmgoconsme      lsmgoconsae   
##  Min.   :  0.00   Min.   : 0.00        Min.   :-11.10   Min.   : 0.00  
##  1st Qu.:  0.00   1st Qu.: 0.00        1st Qu.:  0.00   1st Qu.: 0.00  
##  Median :  0.00   Median : 0.00        Median :  0.00   Median : 0.00  
##  Mean   :  0.01   Mean   : 0.03        Mean   :  0.39   Mean   : 0.22  
##  3rd Qu.:  0.00   3rd Qu.: 0.00        3rd Qu.:  0.00   3rd Qu.: 0.00  
##  Max.   :186.00   Max.   :89.00        Max.   :105.00   Max.   :90.00  
##  NA's   :47274    NA's   :49269        NA's   :46901    NA's   :46915  
##  lsmgoconsincinerator lsmgoconsboiler   lsmgoconsigg   lsmgoconscargopack
##  Min.   : 0.00        Min.   :  0.00   Min.   :-2.00   Min.   : 0.00     
##  1st Qu.: 0.00        1st Qu.:  0.00   1st Qu.: 0.00   1st Qu.: 0.00     
##  Median : 0.00        Median :  0.00   Median : 0.00   Median : 0.00     
##  Mean   : 0.02        Mean   :  0.29   Mean   : 0.02   Mean   : 0.03     
##  3rd Qu.: 0.00        3rd Qu.:  0.00   3rd Qu.: 0.00   3rd Qu.: 0.00     
##  Max.   :81.40        Max.   :105.40   Max.   :11.40   Max.   :49.00     
##  NA's   :46920        NA's   :47021    NA's   :47082   NA's   :47093     
##  lsmgoconssulfurcontent cylinderoilcons     systemoilcons      
##  Min.   : 0.00          Min.   :   -13010   Min.   : -5011.00  
##  1st Qu.: 0.00          1st Qu.:        4   1st Qu.:     0.00  
##  Median : 0.01          Median :      105   Median :     0.00  
##  Mean   : 0.04          Mean   :     3684   Mean   :     9.76  
##  3rd Qu.: 0.05          3rd Qu.:      280   3rd Qu.:     0.00  
##  Max.   :46.00          Max.   :752115663   Max.   :148502.00  
##  NA's   :47990          NA's   :12834       NA's   :40850      
##     wxconsdo          wxconsfo        wxtankcleaning    updated       
##  Min.   :   0.00   Min.   :    0.00   Min.   :  0.00   Mode :logical  
##  1st Qu.:   0.00   1st Qu.:    1.50   1st Qu.:  0.00   FALSE:226825   
##  Median :   0.00   Median :   30.10   Median :  0.00                  
##  Mean   :   0.54   Mean   :   33.49   Mean   :  0.57                  
##  3rd Qu.:   0.00   3rd Qu.:   38.60   3rd Qu.:  0.00                  
##  Max.   :4048.00   Max.   :23015.00   Max.   :300.00                  
##  NA's   :214124    NA's   :210885     NA's   :217997                  
##   deleted         createdby           createdon      updatedby        
##  Mode :logical   Length:226825      Min.   :39818   Length:226825     
##  FALSE:226825    Class :character   1st Qu.:41554   Class :character  
##                  Mode  :character   Median :42273   Mode  :character  
##                                     Mean   :42110                     
##                                     3rd Qu.:42828                     
##                                     Max.   :43320                     
##                                                                       
##    updatedon          smconsreportid     hsfoconsaetankclean
##  Min.   :2009-01-05   Length:226825      Min.   : 0.00      
##  1st Qu.:2013-10-06   Class :character   1st Qu.: 0.00      
##  Median :2015-09-25   Mode  :character   Median : 0.00      
##  Mean   :2015-04-16                      Mean   : 0.04      
##  3rd Qu.:2017-04-04                      3rd Qu.: 0.00      
##  Max.   :2018-08-08                      Max.   :71.70      
##                                          NA's   :101266     
##  hsfoconsaeinerting hsfoconsboilertankclean hsfoconsboilerinerting
##  Min.   : 0.00      Min.   :   0.00         Min.   :  0.00        
##  1st Qu.: 0.00      1st Qu.:   0.00         1st Qu.:  0.00        
##  Median : 0.00      Median :   0.00         Median :  0.00        
##  Mean   : 0.02      Mean   :   0.15         Mean   :  0.07        
##  3rd Qu.: 0.00      3rd Qu.:   0.00         3rd Qu.:  0.00        
##  Max.   :16.00      Max.   :7022.20         Max.   :415.00        
##  NA's   :101180     NA's   :101180          NA's   :101166        
##  lsfoconsaetankclean lsfoconsaeinerting lsfoconsboilertankclean
##  Min.   :0           Min.   :0          Min.   :0              
##  1st Qu.:0           1st Qu.:0          1st Qu.:0              
##  Median :0           Median :0          Median :0              
##  Mean   :0           Mean   :0          Mean   :0              
##  3rd Qu.:0           3rd Qu.:0          3rd Qu.:0              
##  Max.   :0           Max.   :0          Max.   :0              
##  NA's   :101156      NA's   :101156     NA's   :101154         
##  lsfoconsboilerinerting mdoconsaetankclean mdoconsaeinerting
##  Min.   :0              Min.   :0          Min.   :0        
##  1st Qu.:0              1st Qu.:0          1st Qu.:0        
##  Median :0              Median :0          Median :0        
##  Mean   :0              Mean   :0          Mean   :0        
##  3rd Qu.:0              3rd Qu.:0          3rd Qu.:0        
##  Max.   :0              Max.   :0          Max.   :0        
##  NA's   :101155         NA's   :100777     NA's   :100777   
##  mdoconsboilertankclean mdoconsboilerinerting mgoconsaetankclean
##  Min.   :0              Min.   :0.0           Min.   :0.0       
##  1st Qu.:0              1st Qu.:0.0           1st Qu.:0.0       
##  Median :0              Median :0.0           Median :0.0       
##  Mean   :0              Mean   :0.0           Mean   :0.0       
##  3rd Qu.:0              3rd Qu.:0.0           3rd Qu.:0.0       
##  Max.   :0              Max.   :1.5           Max.   :4.6       
##  NA's   :100777         NA's   :100778        NA's   :100777    
##  mgoconsaeinerting mgoconsboilertankclean mgoconsboilerinerting
##  Min.   :0         Min.   :0              Min.   :0.0          
##  1st Qu.:0         1st Qu.:0              1st Qu.:0.0          
##  Median :0         Median :0              Median :0.0          
##  Mean   :0         Mean   :0              Mean   :0.0          
##  3rd Qu.:0         3rd Qu.:0              3rd Qu.:0.0          
##  Max.   :4         Max.   :0              Max.   :0.5          
##  NA's   :100777    NA's   :100777         NA's   :100777       
##  lsmgoconsaetankclean lsmgoconsaeinerting lsmgoconsboilertankclean
##  Min.   : 0.00        Min.   :0.0         Min.   : 0              
##  1st Qu.: 0.00        1st Qu.:0.0         1st Qu.: 0              
##  Median : 0.00        Median :0.0         Median : 0              
##  Mean   : 0.01        Mean   :0.0         Mean   : 0              
##  3rd Qu.: 0.00        3rd Qu.:0.0         3rd Qu.: 0              
##  Max.   :80.11        Max.   :8.2         Max.   :40              
##  NA's   :100793       NA's   :100783      NA's   :100779          
##  lsmgoconsboilerinerting  vesselname        vesshortcode      
##  Min.   : 0.00           Length:226825      Length:226825     
##  1st Qu.: 0.00           Class :character   Class :character  
##  Median : 0.00           Mode  :character   Mode  :character  
##  Mean   : 0.01                                                
##  3rd Qu.: 0.00                                                
##  Max.   :92.00                                                
##  NA's   :100781                                               
##    vestypeid      vesflagid    vesstatusid vesselclient      
##  to     :100467   are:     0   01:226352   Length:226825     
##  tc     : 81058   bhs: 23086   03:   450   Class :character  
##  tr     : 18582   kor:     0   06:    23   Mode  :character  
##  wa     : 16928   lbr: 11548   07:     0                     
##  bc     :  9790   pan:    23                                 
##  cn     :     0   sau:192168                                 
##  (Other):     0                                              
##  classnotation      superintendent       operator        
##  Length:226825      Length:226825      Length:226825     
##  Class :character   Class :character   Class :character  
##  Mode  :character   Mode  :character   Mode  :character  
##                                                          
##                                                          
##                                                          
##                                                          
##   imonumber         vesselclassid        ismstatus    
##  Length:226825      Length:226825      f      :53362  
##  Class :character   Class :character   F      :46255  
##  Mode  :character   Mode  :character   MAR    : 8134  
##                                        OCT    : 7993  
##                                        MAY    : 7936  
##                                        (Other):11772  
##                                        NA's   :91373  
##   lastdrydock          nextdrydock          yardbuilt        
##  Min.   :2011-06-09   Min.   :2016-06-07   Length:226825     
##  1st Qu.:2015-10-11   1st Qu.:2019-05-05   Class :character  
##  Median :2016-07-26   Median :2020-04-23   Mode  :character  
##  Mean   :2016-05-30   Mean   :2020-07-28                     
##  3rd Qu.:2017-07-24   3rd Qu.:2021-07-19                     
##  Max.   :2018-07-01   Max.   :2023-07-01                     
##  NA's   :26020        NA's   :23                             
##    datebuilt             keellaid          hulltypeid       metypeid    
##  Min.   :1995-03-10   Min.   :1994-10-02   db  : 12865   08     :45733  
##  1st Qu.:2005-10-25   1st Qu.:2005-06-13   dh  :213487   09     :43945  
##  Median :2008-09-03   Median :2008-04-07   sh  :   450   01     :35835  
##  Mean   :2008-01-13   Mean   :2007-06-10   NA's:    23   04     :30511  
##  3rd Qu.:2011-09-08   3rd Qu.:2010-10-18                 10     :17612  
##  Max.   :2018-05-09   Max.   :2017-07-19                 (Other):53166  
##  NA's   :23           NA's   :23                         NA's   :   23  
##  conversion        fwportable        fwfeed       fwdistilled    
##  Mode :logical   Min.   :140.2   Min.   :  0.0   Min.   :  0.00  
##  FALSE:226825    1st Qu.:269.2   1st Qu.: 57.9   1st Qu.:  0.00  
##                  Median :290.4   Median :122.2   Median : 18.00  
##                  Mean   :331.7   Mean   :187.7   Mean   : 70.77  
##                  3rd Qu.:500.0   3rd Qu.:338.8   3rd Qu.:122.50  
##                  Max.   :668.2   Max.   :650.3   Max.   :269.20  
##                  NA's   :63434   NA's   :90775   NA's   :76959   
##  mefuelused     dgfuelused    breadthmoulded  breadthextreme 
##  f0004:190192   d0001:29499   Min.   :32.00   Min.   :32.20  
##  f0005:  7262   d0008:76642   1st Qu.:32.20   1st Qu.:32.20  
##  NA's : 29371   g0002:49249   Median :32.30   Median :58.00  
##                 NA's :71435   Mean   :44.07   Mean   :48.44  
##                               3rd Qu.:60.00   3rd Qu.:60.00  
##                               Max.   :60.05   Max.   :60.05  
##                               NA's   :166     NA's   :60776  
##   depthextreme        loa             lbp         pitchtype    
##  Min.   :18.00   Min.   :183.0   Min.   : 174.0   f   :207520  
##  1st Qu.:18.90   1st Qu.:183.0   1st Qu.: 174.0   v   : 16928  
##  Median :21.55   Median :227.9   Median : 224.5   NA's:  2377  
##  Mean   :24.02   Mean   :256.5   Mean   : 271.8                
##  3rd Qu.:30.50   3rd Qu.:333.0   3rd Qu.: 319.0                
##  Max.   :31.80   Max.   :340.0   Max.   :2113.0                
##  NA's   :166     NA's   :166     NA's   :5653                  
##  propellerpitch  counterfitted     winterdwt        summerdwt     
##  Min.   :3.934   Mode :logical   Min.   : 24704   Min.   : 25901  
##  1st Qu.:4.100   FALSE:180767    1st Qu.: 44623   1st Qu.: 45951  
##  Median :6.393   TRUE :46058     Median : 79068   Median : 81336  
##  Mean   :5.675                   Mean   :160610   Mean   :164284  
##  3rd Qu.:7.006                   3rd Qu.:308027   3rd Qu.:309999  
##  Max.   :7.345                   Max.   :355395   Max.   :321234  
##  NA's   :4617                    NA's   :316      NA's   :23      
##   tropicaldwt      lightshipdwt    winterdraft         summerdraft       
##  Min.   : 27112   Min.   :    0   Min.   :    9.319   Min.   :    9.517  
##  1st Qu.: 47283   1st Qu.:11032   1st Qu.:   11.963   1st Qu.:   12.217  
##  Median : 83608   Median :18237   Median :   13.726   Median :   14.018  
##  Mean   :168583   Mean   :28079   Mean   :  192.693   Mean   :  196.783  
##  3rd Qu.:311282   3rd Qu.:45140   3rd Qu.:   22.053   3rd Qu.:   22.522  
##  Max.   :366165   Max.   :48500   Max.   :21172.000   Max.   :21622.000  
##  NA's   :316      NA's   :13436   NA's   :5932        NA's   :5932       
##  tropicaldraft        intgrosston       intnetton       suezgrosston   
##  Min.   :    9.715   Min.   : 29165   Min.   : 11678   Min.   : 29644  
##  1st Qu.:   12.471   1st Qu.: 29575   1st Qu.: 12054   1st Qu.: 31134  
##  Median :   14.310   Median : 50714   Median : 24408   Median : 55392  
##  Mean   :  200.864   Mean   : 90733   Mean   : 55369   Mean   : 92625  
##  3rd Qu.:   22.991   3rd Qu.:160782   3rd Qu.:109346   3rd Qu.:163052  
##  Max.   :22072.000   Max.   :164292   Max.   :112281   Max.   :166739  
##  NA's   :5932        NA's   :23       NA's   :23       NA's   :23      
##    sueznetton     panamagrosston    panamanetton      accounting
##  Min.   : 13224   Min.   :     0   Min.   :    0    Min.   :0   
##  1st Qu.: 27454   1st Qu.:     0   1st Qu.:    0    1st Qu.:0   
##  Median : 49435   Median :     0   Median :    0    Median :0   
##  Mean   : 85624   Mean   : 13366   Mean   :13752    Mean   :0   
##  3rd Qu.:153212   3rd Qu.: 26604   3rd Qu.:26604    3rd Qu.:0   
##  Max.   :156181   Max.   :144766   Max.   :49546    Max.   :0   
##  NA's   :23       NA's   :123301   NA's   :100348               
##     crewing       mgmtstartdate        vesclasstypeid 
##  Min.   :0.0000   Min.   :1997-01-14   mipo   :43945  
##  1st Qu.:0.0000   1st Qu.:2006-07-18   sls    :33672  
##  Median :0.0000   Median :2011-03-16   hshi   :30511  
##  Mean   :0.1838   Mean   :2009-08-06   mhi    :20684  
##  3rd Qu.:0.0000   3rd Qu.:2014-03-31   ro-ro  :16928  
##  Max.   :1.0000   Max.   :2018-05-09   shi    :15151  
##                   NA's   :473          (Other):65934  
##  lubeinvreportbaseday lubeinvuserecoveredoil noofauxenginesinuse
##  Min.   :25           Mode :logical          Min.   :2.000      
##  1st Qu.:25           FALSE:226825           1st Qu.:3.000      
##  Median :25                                  Median :3.000      
##  Mean   :25                                  Mean   :2.932      
##  3rd Qu.:25                                  3rd Qu.:3.000      
##  Max.   :25                                  Max.   :4.000      
##                                                                 
##   enginepower        memcr           aemcr1         aemcr2    
##  Min.   : 8090   Min.   : 8090   Min.   : 680   Min.   : 680  
##  1st Qu.: 9480   1st Qu.: 9480   1st Qu.: 960   1st Qu.: 960  
##  Median :12450   Median :12450   Median :1120   Median :1120  
##  Mean   :20502   Mean   :20386   Mean   :1181   Mean   :1181  
##  3rd Qu.:33600   3rd Qu.:33600   3rd Qu.:1300   3rd Qu.:1300  
##  Max.   :44640   Max.   :44640   Max.   :1800   Max.   :1800  
##                  NA's   :473     NA's   :473    NA's   :473   
##      aemcr3          age        timesincelastdd  timetonextdd  
##  Min.   : 680   Min.   : 0.00   Min.   :0.000   Min.   :1.000  
##  1st Qu.: 960   1st Qu.: 6.00   1st Qu.:1.000   1st Qu.:2.000  
##  Median :1120   Median : 9.00   Median :2.000   Median :3.000  
##  Mean   :1210   Mean   :10.05   Mean   :1.694   Mean   :2.694  
##  3rd Qu.:1300   3rd Qu.:12.00   3rd Qu.:2.000   3rd Qu.:3.000  
##  Max.   :2400   Max.   :23.00   Max.   :7.000   Max.   :8.000  
##  NA's   :473    NA's   :23      NA's   :26020   NA's   :26020
head(vesselsfuelconsumption)
##       vesselid   smreportid voyageno hsfoconsme hsfoconsae hsfoconsboiler
## 1 MSMA00000023 MSMA00025199   200808        0.6        0.3            0.1
## 2 MSMA00000023 860A00002661   201710        0.4        0.3            0.1
## 3 MSMA00000023 860A00002658   201710       19.8        3.1            0.0
## 4 MSMA00000023 860A00002660   201710       20.1        2.9            0.0
## 5 MSMA00000023 860A00002391   201705        2.9        1.4            0.9
## 6 MSMA00000023 MSMA00025200   200808        0.0        3.2            2.8
##   hsfoconsigs hsfoconssulfurcontent lsfoconsme lsfoconsae lsfoconsboiler
## 1           0                    NA         NA         NA             NA
## 2           0                   3.2          0          0              0
## 3           0                   3.2          0          0              0
## 4           0                   3.2          0          0              0
## 5           0                   3.1          0          0              0
## 6           0                    NA         NA         NA             NA
##   lsfoconsigs lsfoconssulfurcontent mdoconsme mdoconsae mdoconsincinerator
## 1          NA                    NA         0         0                  0
## 2           0                     0         0         0                  0
## 3           0                     0         0         0                  0
## 4           0                     0         0         0                  0
## 5           0                     0         0         0                  0
## 6          NA                    NA         0         0                  0
##   mdoconsboiler mdoconsigg mdoconscargopack mdoconssulfurcontent mgoconsme
## 1             0          0                0                   NA        NA
## 2             0          0                0                    0         0
## 3             0          0                0                    0         0
## 4             0          0                0                    0         0
## 5             0          0                0                    0         0
## 6             0          0                0                   NA        NA
##   mgoconsae mgoconsincinerator mgoconsboiler mgoconsigg mgoconscargopack
## 1        NA                 NA            NA         NA               NA
## 2         0                  0             0          0                0
## 3         0                  0             0          0                0
## 4         0                  0             0          0                0
## 5         0                  0             0          0                0
## 6        NA                 NA            NA         NA               NA
##   mgoconssulfurcontent lsmgoconsme lsmgoconsae lsmgoconsincinerator
## 1                   NA          NA          NA                   NA
## 2                    0           0           0                    0
## 3                    0           0           0                    0
## 4                    0           0           0                    0
## 5                    0           0           0                    0
## 6                   NA          NA          NA                   NA
##   lsmgoconsboiler lsmgoconsigg lsmgoconscargopack lsmgoconssulfurcontent
## 1              NA           NA                 NA                     NA
## 2               0            0                  0                  0.040
## 3               0            0                  0                  0.040
## 4               0            0                  0                  0.040
## 5               0            0                  0                  0.038
## 6              NA           NA                 NA                     NA
##   cylinderoilcons systemoilcons wxconsdo wxconsfo wxtankcleaning updated
## 1              NA            NA       NA       NA             NA   FALSE
## 2              10             0       NA       NA             NA   FALSE
## 3             117             0       NA       NA             NA   FALSE
## 4             118             0       NA       NA             NA   FALSE
## 5              20             0       NA       NA             NA   FALSE
## 6              NA            NA       NA       NA             NA   FALSE
##   deleted    createdby createdon    updatedby  updatedon smconsreportid
## 1   FALSE        cheng  39825.53       Master 2009-01-12   MSMA00025198
## 2   FALSE MSML00007250  43114.46 MSML00007250 2018-01-14   860A00002660
## 3   FALSE MSML00007250  43112.34  msmldb00640 2018-01-12   860A00002657
## 4   FALSE MSML00007250  43114.27  msmldb00640 2018-01-14   860A00002659
## 5   FALSE MSML00006804  42936.46 MSML00006804 2017-07-20   860A00002389
## 6   FALSE        cheng  39825.54       Master 2009-01-12   MSMA00025199
##   hsfoconsaetankclean hsfoconsaeinerting hsfoconsboilertankclean
## 1                  NA                 NA                      NA
## 2                   0                  0                       0
## 3                   0                  0                       0
## 4                   0                  0                       0
## 5                   0                  0                       0
## 6                  NA                 NA                      NA
##   hsfoconsboilerinerting lsfoconsaetankclean lsfoconsaeinerting
## 1                     NA                  NA                 NA
## 2                      0                   0                  0
## 3                      0                   0                  0
## 4                      0                   0                  0
## 5                      0                   0                  0
## 6                     NA                  NA                 NA
##   lsfoconsboilertankclean lsfoconsboilerinerting mdoconsaetankclean
## 1                      NA                     NA                 NA
## 2                       0                      0                  0
## 3                       0                      0                  0
## 4                       0                      0                  0
## 5                       0                      0                  0
## 6                      NA                     NA                 NA
##   mdoconsaeinerting mdoconsboilertankclean mdoconsboilerinerting
## 1                NA                     NA                    NA
## 2                 0                      0                     0
## 3                 0                      0                     0
## 4                 0                      0                     0
## 5                 0                      0                     0
## 6                NA                     NA                    NA
##   mgoconsaetankclean mgoconsaeinerting mgoconsboilertankclean
## 1                 NA                NA                     NA
## 2                  0                 0                      0
## 3                  0                 0                      0
## 4                  0                 0                      0
## 5                  0                 0                      0
## 6                 NA                NA                     NA
##   mgoconsboilerinerting lsmgoconsaetankclean lsmgoconsaeinerting
## 1                    NA                   NA                  NA
## 2                     0                    0                   0
## 3                     0                    0                   0
## 4                     0                    0                   0
## 5                     0                    0                   0
## 6                    NA                   NA                  NA
##   lsmgoconsboilertankclean lsmgoconsboilerinerting vesselname vesshortcode
## 1                       NA                      NA ncc rabigh       rabigh
## 2                        0                       0 ncc rabigh       rabigh
## 3                        0                       0 ncc rabigh       rabigh
## 4                        0                       0 ncc rabigh       rabigh
## 5                        0                       0 ncc rabigh       rabigh
## 6                       NA                      NA ncc rabigh       rabigh
##   vestypeid vesflagid vesstatusid vesselclient
## 1        tc       sau          01 MSML00000064
## 2        tc       sau          01 MSML00000064
## 3        tc       sau          01 MSML00000064
## 4        tc       sau          01 MSML00000064
## 5        tc       sau          01 MSML00000064
## 6        tc       sau          01 MSML00000064
##                                                  classnotation
## 1 1 a 1 tanker for oil products & chemicals esp eo ics cco vcs
## 2 1 a 1 tanker for oil products & chemicals esp eo ics cco vcs
## 3 1 a 1 tanker for oil products & chemicals esp eo ics cco vcs
## 4 1 a 1 tanker for oil products & chemicals esp eo ics cco vcs
## 5 1 a 1 tanker for oil products & chemicals esp eo ics cco vcs
## 6 1 a 1 tanker for oil products & chemicals esp eo ics cco vcs
##      superintendent             operator imonumber vesselclassid ismstatus
## 1 Aleksejs Kravcuks CAPT. ALEXEY LEGOTIN   9335032         26284         F
## 2 Aleksejs Kravcuks CAPT. ALEXEY LEGOTIN   9335032         26284         F
## 3 Aleksejs Kravcuks CAPT. ALEXEY LEGOTIN   9335032         26284         F
## 4 Aleksejs Kravcuks CAPT. ALEXEY LEGOTIN   9335032         26284         F
## 5 Aleksejs Kravcuks CAPT. ALEXEY LEGOTIN   9335032         26284         F
## 6 Aleksejs Kravcuks CAPT. ALEXEY LEGOTIN   9335032         26284         F
##   lastdrydock nextdrydock    yardbuilt  datebuilt   keellaid hulltypeid
## 1  2017-08-24  2022-08-24 MSML00001990 2007-08-24 2007-04-16         dh
## 2  2017-08-24  2022-08-24 MSML00001990 2007-08-24 2007-04-16         dh
## 3  2017-08-24  2022-08-24 MSML00001990 2007-08-24 2007-04-16         dh
## 4  2017-08-24  2022-08-24 MSML00001990 2007-08-24 2007-04-16         dh
## 5  2017-08-24  2022-08-24 MSML00001990 2007-08-24 2007-04-16         dh
## 6  2017-08-24  2022-08-24 MSML00001990 2007-08-24 2007-04-16         dh
##   metypeid conversion fwportable fwfeed fwdistilled mefuelused dgfuelused
## 1       09      FALSE      290.4  338.8          NA      f0004       <NA>
## 2       09      FALSE      290.4  338.8          NA      f0004       <NA>
## 3       09      FALSE      290.4  338.8          NA      f0004       <NA>
## 4       09      FALSE      290.4  338.8          NA      f0004       <NA>
## 5       09      FALSE      290.4  338.8          NA      f0004       <NA>
## 6       09      FALSE      290.4  338.8          NA      f0004       <NA>
##   breadthmoulded breadthextreme depthextreme     loa lbp pitchtype
## 1           32.2           32.2         18.8 183.024 174         f
## 2           32.2           32.2         18.8 183.024 174         f
## 3           32.2           32.2         18.8 183.024 174         f
## 4           32.2           32.2         18.8 183.024 174         f
## 5           32.2           32.2         18.8 183.024 174         f
## 6           32.2           32.2         18.8 183.024 174         f
##   propellerpitch counterfitted winterdwt summerdwt tropicaldwt
## 1         4.0999         FALSE     44623     45951       47283
## 2         4.0999         FALSE     44623     45951       47283
## 3         4.0999         FALSE     44623     45951       47283
## 4         4.0999         FALSE     44623     45951       47283
## 5         4.0999         FALSE     44623     45951       47283
## 6         4.0999         FALSE     44623     45951       47283
##   lightshipdwt winterdraft summerdraft tropicaldraft intgrosston intnetton
## 1        10285      11.963      12.217        12.471       29575     12054
## 2        10285      11.963      12.217        12.471       29575     12054
## 3        10285      11.963      12.217        12.471       29575     12054
## 4        10285      11.963      12.217        12.471       29575     12054
## 5        10285      11.963      12.217        12.471       29575     12054
## 6        10285      11.963      12.217        12.471       29575     12054
##   suezgrosston sueznetton panamagrosston panamanetton accounting crewing
## 1      31133.8      27454             NA           NA          0       0
## 2      31133.8      27454             NA           NA          0       0
## 3      31133.8      27454             NA           NA          0       0
## 4      31133.8      27454             NA           NA          0       0
## 5      31133.8      27454             NA           NA          0       0
## 6      31133.8      27454             NA           NA          0       0
##   mgmtstartdate vesclasstypeid lubeinvreportbaseday lubeinvuserecoveredoil
## 1    2007-08-24           mipo                   25                  FALSE
## 2    2007-08-24           mipo                   25                  FALSE
## 3    2007-08-24           mipo                   25                  FALSE
## 4    2007-08-24           mipo                   25                  FALSE
## 5    2007-08-24           mipo                   25                  FALSE
## 6    2007-08-24           mipo                   25                  FALSE
##   noofauxenginesinuse enginepower memcr aemcr1 aemcr2 aemcr3 age
## 1                   3        9619  9485    960    960    960  10
## 2                   3        9619  9485    960    960    960  10
## 3                   3        9619  9485    960    960    960  10
## 4                   3        9619  9485    960    960    960  10
## 5                   3        9619  9485    960    960    960  10
## 6                   3        9619  9485    960    960    960  10
##   timesincelastdd timetonextdd
## 1               0            1
## 2               0            1
## 3               0            1
## 4               0            1
## 5               0            1
## 6               0            1
# formatting the data

# vesselsfuelconsumption$hsfoconssulfurcontent[is.na(vesselsfuelconsumption$hsfoconssulfurcontent)] <- 0
# vesselsfuelconsumption$hsfoconsme[is.na(vesselsfuelconsumption$hsfoconsme)] <- 0
# vesselsfuelconsumption$hsfoconsae[is.na(vesselsfuelconsumption$hsfoconsae)] <- 0
# vesselsfuelconsumption$hsfoconsboiler[is.na(vesselsfuelconsumption$hsfoconsboiler)] <- 0
# vesselsfuelconsumption$hsfoconsigs[is.na(vesselsfuelconsumption$hsfoconsigs)] <- 0
# vesselsfuelconsumption$lsfoconsme[is.na(vesselsfuelconsumption$lsfoconsme)] <- 0
# vesselsfuelconsumption$lsfoconsae[is.na(vesselsfuelconsumption$lsfoconsae)] <- 0
# vesselsfuelconsumption$lsfoconsboiler[is.na(vesselsfuelconsumption$lsfoconsboiler)] <- 0
# vesselsfuelconsumption$lsfoconsigs[is.na(vesselsfuelconsumption$lsfoconsigs)] <- 0
# vesselsfuelconsumption$lsfoconssulfurcontent[is.na(vesselsfuelconsumption$lsfoconssulfurcontent)] <- 0
# vesselsfuelconsumption$mdoconsae[is.na(vesselsfuelconsumption$mdoconsae)] <- 0
# vesselsfuelconsumption$mdoconsincinerator[is.na(vesselsfuelconsumption$mdoconsincinerator)] <- 0
# vesselsfuelconsumption$mdoconsboiler[is.na(vesselsfuelconsumption$mdoconsboiler)] <- 0
# vesselsfuelconsumption$mdoconssulfurcontent[is.na(vesselsfuelconsumption$mdoconssulfurcontent)] <- 0

vesselsfuelconsumption2 <- select(vesselsfuelconsumption, c("hsfoconsme", "hsfoconsae", "hsfoconsboiler", "hsfoconsigs", 
                                                           "hsfoconssulfurcontent", "lsfoconsme", "lsfoconsae", "lsfoconsboiler",
                                                           "lsfoconsigs", "lsfoconssulfurcontent", "mdoconsme", "mdoconsae", "mdoconsincinerator",
                                                           "mdoconsboiler", "mdoconsigg", "mdoconscargopack", "mdoconssulfurcontent",
                                                           "mgoconsme", "mgoconsae", "mgoconsincinerator", "mgoconsboiler", "mgoconsigg",
                                                           "mgoconscargopack", "mgoconssulfurcontent", "lsmgoconsme", "lsmgoconsae",  
                                                           "lsmgoconsincinerator", "lsmgoconsboiler", "lsmgoconsigg", "lsmgoconscargopack",
                                                           "lsmgoconssulfurcontent", "cylinderoilcons", "systemoilcons", "wxconsdo", "wxconsfo",
                                                           "wxtankcleaning", "hsfoconsaetankclean", "hsfoconsaeinerting","hsfoconsboilertankclean",
                                                           "hsfoconsboilerinerting", "lsfoconsaetankclean", "lsfoconsaeinerting",
                                                           "lsfoconsboilertankclean", "lsfoconsboilerinerting", "mdoconsaetankclean", 
                                                           "mdoconsaeinerting", "mdoconsboilertankclean", "mdoconsboilerinerting", 
                                                           "mgoconsaetankclean", "mgoconsaeinerting", "mgoconsboilertankclean", 
                                                           "mgoconsboilerinerting", "lsmgoconsaetankclean", "lsmgoconsaeinerting", 
                                                           "lsmgoconsboilertankclean", "lsmgoconsboilerinerting", "vesselname", "updatedon",
                                                           "age", "timetonextdd", "timesincelastdd"))
vesselsfuelconsumption[vesselsfuelconsumption$vesselname == "abqaiq", ]
##            vesselid   smreportid voyageno hsfoconsme hsfoconsae
## 164349 MSML00000109 845A00001695       94       78.5       4.90
## 164350 MSML00000109 845A00001694       94       78.2       4.50
## 164351 MSML00000109 845A00001687       94        2.0       0.80
## 164352 MSML00000109 845A00001696       94       78.4       5.60
## 164353 MSML00000109 845A00001697       94       78.0       5.10
## 164354 MSML00000109 845A00001698       94       82.9       5.60
## 164355 MSML00000109 845A00001691       94       77.1       4.70
## 164356 MSML00000109 845A00001688       94        8.0       0.80
## 164357 MSML00000109 845A00001689       94       79.0       4.40
## 164358 MSML00000109 845A00001690       94       78.0       4.50
## 164359 MSML00000109 845A00002498      107       10.8       2.00
## 164360 MSML00000109 845A00001692       94       75.0       4.60
## 164361 MSML00000109 845A00002496      107       31.9       5.00
## 164362 MSML00000109 845A00002497      107       40.6       6.10
## 164363 MSML00000109 845A00001653       93       75.6       4.40
## 164364 MSML00000109 845A00001641       93       75.8       4.20
## 164365 MSML00000109 845A00001642       93       77.6       4.40
## 164366 MSML00000109 845A00001643       93       76.6       4.40
## 164367 MSML00000109 845A00001644       93       70.0       4.00
## 164368 MSML00000109 845A00001645       93       74.0       4.00
## 164369 MSML00000109 845A00001646       93       78.0       4.00
## 164370 MSML00000109 845A00001647       93       78.0       4.00
## 164371 MSML00000109 845A00001648       93       73.0       4.00
## 164372 MSML00000109 845A00001649       93       80.7       4.30
## 164373 MSML00000109 845A00001699       94       84.2       5.60
## 164374 MSML00000109 845A00002500      107        0.0       2.70
## 164375 MSML00000109 845A00002501      107        0.0       1.20
## 164376 MSML00000109 845A00001712       94       16.9       1.50
## 164377 MSML00000109 845A00002502      107        0.4       0.30
## 164378 MSML00000109 845A00001700       94       83.7       4.80
## 164379 MSML00000109 845A00001701       94       72.7       5.00
## 164380 MSML00000109 845A00001702       94       77.6       5.00
## 164381 MSML00000109 845A00001704       94       82.6       5.40
## 164382 MSML00000109 845A00001705       94       70.5       5.10
## 164383 MSML00000109 845A00001706       94       74.6       5.00
## 164384 MSML00000109 845A00001707       94        7.8       2.10
## 164385 MSML00000109 845A00001708       94        1.0       0.50
## 164386 MSML00000109 845A00002499      107        0.3       0.20
## 164387 MSML00000109 845A00001651       93       73.0       4.00
## 164388 MSML00000109 845A00001652       93       74.7       4.30
## 164389 MSML00000109 845A00001681       93        3.5       7.00
## 164390 MSML00000109 845A00001684       93        0.0       8.00
## 164391 MSML00000109 845A00001685       93        0.0       6.50
## 164392 MSML00000109 845A00001686       93        0.0       3.20
## 164393 MSML00000109 845A00002489      107        0.0       4.90
## 164394 MSML00000109 845A00002490      107        0.0       4.50
## 164395 MSML00000109 845A00002491      107        2.0       5.30
## 164396 MSML00000109 845A00002492      107        0.0       6.50
## 164397 MSML00000109 845A00002494      107        0.0       0.30
## 164398 MSML00000109 845A00002495      107        0.7       0.90
## 164399 MSML00000109 845A00001650       93       77.8       4.20
## 164400 MSML00000109 845A00001710       94        0.0       3.00
## 164401 MSML00000109 845A00001711       94        1.0       0.30
## 164402 MSML00000109 MSMA00000567       62        0.0       3.60
## 164403 MSML00000109 MSMA00000568       62        0.0       3.70
## 164404 MSML00000109 MSMA00000569       62        0.0       3.50
## 164405 MSML00000109 MSMA00000570       62        0.0       3.60
## 164406 MSML00000109 MSMA00000571       62        0.0       3.70
## 164407 MSML00000109 MSMA00000572       62        0.0       3.50
## 164408 MSML00000109 MSMA00000573       62        0.0       4.00
## 164409 MSML00000109 MSMA00000574       62        0.0       9.00
## 164410 MSML00000109 MSMA00000575       62        0.0       4.10
## 164411 MSML00000109 MSMA00000576       62        0.0       3.70
## 164412 MSML00000109 MSMA00000564       62        0.0       3.60
## 164413 MSML00000109 MSMA00000565       62        0.0       3.50
## 164414 MSML00000109 MSMA00000566       62        0.0       3.50
## 164415 MSML00000109 MSMA00000580       62        0.0       3.50
## 164416 MSML00000109 MSMA00000581       62        0.7       3.80
## 164417 MSML00000109 845A00001713       94       49.0       5.90
## 164418 MSML00000109 845A00001714       94        3.0       1.20
## 164419 MSML00000109 845A00001715       94        0.0       4.00
## 164420 MSML00000109 845A00001716       94        2.5       2.20
## 164421 MSML00000109 845A00001717       94        0.0       3.40
## 164422 MSML00000109 845A00001718       94        0.0       5.10
## 164423 MSML00000109 845A00001719       94        6.0       1.10
## 164424 MSML00000109 845A00001720       94       66.2       4.00
## 164425 MSML00000109 MSMA00000577       62        0.0       3.70
## 164426 MSML00000109 845A00001709       94        0.0       1.40
## 164427 MSML00000109 MSMA00000579       62        0.0       3.60
## 164428 MSML00000109 845A00001680       93        1.7       4.80
## 164429 MSML00000109 845A00001723       94       63.1       5.00
## 164430 MSML00000109 845A00001724       94       62.0       4.80
## 164431 MSML00000109 845A00001725       94       65.6       5.20
## 164432 MSML00000109 845A00001726       94       66.5       5.40
## 164433 MSML00000109 845A00001727       94       66.6       5.10
## 164434 MSML00000109 845A00001728       94       68.0       5.10
## 164435 MSML00000109 845A00001729       94       62.0       4.70
## 164436 MSML00000109 845A00001730       94       61.4       4.80
## 164437 MSML00000109 845A00001731       94       63.2       4.80
## 164438 MSML00000109 845A00001732       94       64.1       4.70
## 164439 MSML00000109 845A00001733       94       53.2       4.90
## 164440 MSML00000109 845A00001734       94       54.6       4.80
## 164441 MSML00000109 845A00001735       94       56.3       4.50
## 164442 MSML00000109 845A00001736       94       75.0       4.70
## 164443 MSML00000109 845A00001737       94       78.1       4.90
## 164444 MSML00000109 845A00001738       94       79.7       5.00
## 164445 MSML00000109 845A00001739       94       75.1       4.80
## 164446 MSML00000109 845A00001740       94       64.2       4.90
## 164447 MSML00000109 845A00001741       94       67.4       4.70
## 164448 MSML00000109 845A00001742       94       70.8       4.70
## 164449 MSML00000109 845A00001743       94       64.5       4.90
## 164450 MSML00000109 845A00001744       94       68.6       4.70
## 164451 MSML00000109 845A00001745       94       59.9       4.70
## 164452 MSML00000109 845A00001746       94       63.1       4.70
## 164453 MSML00000109 MSMA00000578       62        0.0       3.70
## 164454 MSML00000109 845A00001618       93        0.0       5.00
## 164455 MSML00000109 845A00001619       93        0.0       6.00
## 164456 MSML00000109 845A00001621       93        0.0       5.00
## 164457 MSML00000109 MSMA00000582       62        0.0       4.50
## 164458 MSML00000109 MSMA00000583       62        0.0         NA
## 164459 MSML00000109 MSMA00000584       62        5.2       0.50
## 164460 MSML00000109 MSMA00000585       62       67.3       5.20
## 164461 MSML00000109 MSMA00000586       62       64.1       5.20
## 164462 MSML00000109 MSMA00000587       62       65.9       5.50
## 164463 MSML00000109 MSMA00000588       62       61.4       5.10
## 164464 MSML00000109 MSMA00000589       62       67.6       4.90
## 164465 MSML00000109 MSMA00000590       62       62.7       4.50
## 164466 MSML00000109 MSMA00000591       62       65.3       4.60
## 164467 MSML00000109 845A00001721       94       83.0       4.90
## 164468 MSML00000109 845A00001722       94       70.2       5.50
## 164469 MSML00000109 845A00001637       93       72.7       4.30
## 164470 MSML00000109 845A00001638       93       73.5       4.50
## 164471 MSML00000109 845A00001639       93       73.5       4.50
## 164472 MSML00000109 845A00001640       93       78.5       4.50
## 164473 MSML00000109 MSMA00000517       61       12.1       5.10
## 164474 MSML00000109 MSMA00000518       61       85.3       4.80
## 164475 MSML00000109 MSMA00000519       61       83.0       5.50
## 164476 MSML00000109 MSMA00000520       61       84.3       6.70
## 164477 MSML00000109 MSMA00000521       61       73.2       5.80
## 164478 MSML00000109 MSMA00000522       61       71.8       5.60
## 164479 MSML00000109 MSMA00000523       61       68.9       5.50
## 164480 MSML00000109 MSMA00000524       61       76.8       5.10
## 164481 MSML00000109 MSMA00000525       61       97.5       5.10
## 164482 MSML00000109 MSMA00000526       61       95.2       4.60
## 164483 MSML00000109 MSMA00000527       61       24.7       1.30
## 164484 MSML00000109 MSMA00000528       61        0.0         NA
## 164485 MSML00000109 845A00001654       93       73.7       4.30
## 164486 MSML00000109 845A00001655       93       76.7       4.30
## 164487 MSML00000109 845A00001656       93       76.5       4.50
## 164488 MSML00000109 845A00001657       93       73.5       4.50
## 164489 MSML00000109 845A00001658       93       77.5       4.50
## 164490 MSML00000109 845A00001659       93       73.8       4.20
## 164491 MSML00000109 845A00001660       93       77.3       4.70
## 164492 MSML00000109 845A00001661       93       78.3       4.70
## 164493 MSML00000109 845A00001662       93       74.5       4.50
## 164494 MSML00000109 845A00001663       93       78.0       4.60
## 164495 MSML00000109 845A00001665       93       74.0       5.20
## 164496 MSML00000109 845A00001666       93       74.6       4.40
## 164497 MSML00000109 845A00001667       93       71.0       5.00
## 164498 MSML00000109 845A00001668       93       66.0       5.00
## 164499 MSML00000109 845A00001669       93       57.5       5.50
## 164500 MSML00000109 845A00001670       93       71.5       4.50
## 164501 MSML00000109 845A00001671       93       78.5       4.50
## 164502 MSML00000109 845A00001672       93       82.0       4.50
## 164503 MSML00000109 845A00001673       93       68.0       4.70
## 164504 MSML00000109 845A00001674       93       21.2       5.30
## 164505 MSML00000109 845A00001675       93       73.0       4.60
## 164506 MSML00000109 845A00001676       93       45.0       3.00
## 164507 MSML00000109 845A00001677       93        3.0       0.50
## 164508 MSML00000109 845A00001678       93        0.0       1.00
## 164509 MSML00000109 845A00001679       93        0.0       3.50
## 164510 MSML00000109 845A00002485      107        0.0       3.10
## 164511 MSML00000109 845A00002486      107        0.0       4.60
## 164512 MSML00000109 845A00002487      107        0.0       4.70
## 164513 MSML00000109 845A00002488      107        0.0       5.00
## 164514 MSML00000109 MSMA00000558       62       15.2       2.30
## 164515 MSML00000109 MSMA00000559       62        1.5       3.60
## 164516 MSML00000109 MSMA00000560       62        0.0       3.60
## 164517 MSML00000109 MSMA00000561       62        0.0       4.30
## 164518 MSML00000109 MSMA00000562       62        0.0       4.00
## 164519 MSML00000109 MSMA00000563       62        0.0       3.60
## 164520 MSML00000109 845A00001558       92       80.5       4.50
## 164521 MSML00000109 845A00001559       92       78.2       4.30
## 164522 MSML00000109 845A00001560       92       69.0       4.50
## 164523 MSML00000109 845A00001561       92       36.3       5.70
## 164524 MSML00000109 845A00001562       92       71.4       4.60
## 164525 MSML00000109 845A00001563       92       63.2       4.80
## 164526 MSML00000109 845A00001564       92       83.6       4.40
## 164527 MSML00000109 845A00001565       92       83.2       4.80
## 164528 MSML00000109 845A00001566       92       78.7       4.30
## 164529 MSML00000109 845A00001567       92       73.6       4.40
## 164530 MSML00000109 845A00001568       92       79.5       4.50
## 164531 MSML00000109 845A00001569       92       75.0       4.40
## 164532 MSML00000109 845A00001570       92       71.3       4.30
## 164533 MSML00000109 845A00001571       92       72.5       4.50
## 164534 MSML00000109 845A00001572       92       73.5       4.50
## 164535 MSML00000109 845A00001573       92       75.2       4.80
## 164536 MSML00000109 845A00001575       92       68.2       4.60
## 164537 MSML00000109 845A00001576       92       68.6       4.60
## 164538 MSML00000109 845A00001577       92       50.7       6.60
## 164539 MSML00000109 845A00001578       92       50.7       5.80
## 164540 MSML00000109 845A00001579       92       67.9       4.90
## 164541 MSML00000109 845A00001580       92       55.0       5.80
## 164542 MSML00000109 845A00001581       92       66.8       5.60
## 164543 MSML00000109 845A00001582       92       69.1       4.80
## 164544 MSML00000109 845A00001583       92       48.6       6.00
## 164545 MSML00000109 845A00001584       92       66.9       5.50
## 164546 MSML00000109 845A00001585       92       69.3       4.50
## 164547 MSML00000109 845A00001586       92       61.5       5.50
## 164548 MSML00000109 845A00001587       92       65.7       5.30
## 164549 MSML00000109 845A00001588       92       84.1       5.00
## 164550 MSML00000109 845A00001589       92        8.1       1.00
## 164551 MSML00000109 845A00001590       92        0.0       0.00
## 164552 MSML00000109 845A00001591       92        0.0       0.00
## 164553 MSML00000109 845A00001592       92        0.0       0.00
## 164554 MSML00000109 845A00001593       92        0.0       0.00
## 164555 MSML00000109 845A00001594       92        0.0       0.00
## 164556 MSML00000109 845A00001595       92        0.0       0.00
## 164557 MSML00000109 845A00001597       92        0.0       0.00
## 164558 MSML00000109 845A00001598       92        0.0       0.00
## 164559 MSML00000109 845A00001599       93        0.0       0.00
## 164560 MSML00000109 845A00001600       93        0.0       0.00
## 164561 MSML00000109 845A00001601       93       34.6       4.60
## 164562 MSML00000109 845A00001602       93       49.2       6.20
## 164563 MSML00000109 845A00001603       93       52.2       8.60
## 164564 MSML00000109 845A00001604       93       48.7       7.00
## 164565 MSML00000109 845A00001605       93       50.5       5.70
## 164566 MSML00000109 845A00001606       93       51.3       5.70
## 164567 MSML00000109 845A00001609       93       51.5       5.50
## 164568 MSML00000109 845A00001610       93        0.3       0.30
## 164569 MSML00000109 845A00001611       93        0.0       4.50
## 164570 MSML00000109 845A00001612       93        0.0       4.40
## 164571 MSML00000109 845A00001613       93        0.0       4.40
## 164572 MSML00000109 845A00001614       93        0.0       4.40
## 164573 MSML00000109 845A00001615       93        0.0       4.40
## 164574 MSML00000109 845A00001616       93        0.0       4.40
## 164575 MSML00000109 845A00001617       93        0.5       4.50
## 164576 MSML00000109 MSMA00000498       61       87.5       5.30
## 164577 MSML00000109 MSMA00000499       61       82.1       4.90
## 164578 MSML00000109 845A00001622       93        0.0       4.30
## 164579 MSML00000109 845A00001623       93        0.5       2.00
## 164580 MSML00000109 845A00001624       93        1.3       0.30
## 164581 MSML00000109 845A00001625       93       37.7       2.30
## 164582 MSML00000109 845A00001626       93       69.0       4.50
## 164583 MSML00000109 845A00001627       93       67.5       4.50
## 164584 MSML00000109 845A00001628       93       70.0       4.50
## 164585 MSML00000109 845A00001629       93       72.7       4.30
## 164586 MSML00000109 845A00001630       93       71.5       4.50
## 164587 MSML00000109 845A00001634       93       75.2       4.80
## 164588 MSML00000109 845A00001635       93       69.6       4.40
## 164589 MSML00000109 845A00001636       93       75.5       4.50
## 164590 MSML00000109 845A00001500       91        0.5       0.10
## 164591 MSML00000109 845A00001501       92        2.5       0.40
## 164592 MSML00000109 845A00001502       92       27.0       3.40
## 164593 MSML00000109 845A00001503       92       47.0       5.70
## 164594 MSML00000109 845A00001504       92       48.0       5.60
## 164595 MSML00000109 845A00001505       92       49.3       5.70
## 164596 MSML00000109 845A00001506       92       49.8       6.20
## 164597 MSML00000109 845A00001507       92       52.4       5.70
## 164598 MSML00000109 845A00001508       92       50.0       5.80
## 164599 MSML00000109 845A00001509       92       47.0       5.80
## 164600 MSML00000109 845A00001510       92       46.0       5.90
## 164601 MSML00000109 845A00001512       92       18.0       2.00
## 164602 MSML00000109 845A00001513       92        0.0       0.70
## 164603 MSML00000109 845A00001514       92        0.0       2.70
## 164604 MSML00000109 845A00001515       92        0.0       0.30
## 164605 MSML00000109 845A00001516       92        2.0       0.40
## 164606 MSML00000109 MSMA00000529       61       19.4       1.50
## 164607 MSML00000109 MSMA00000530       61       32.9       4.60
## 164608 MSML00000109 MSMA00000531       61        0.0         NA
## 164609 MSML00000109 MSMA00000532       62       18.1       1.00
## 164610 MSML00000109 MSMA00000533       62        5.0       0.70
## 164611 MSML00000109 MSMA00000534       62        0.8       4.50
## 164612 MSML00000109 MSMA00000535       62        0.0         NA
## 164613 MSML00000109 MSMA00000536       62       37.5       2.70
## 164614 MSML00000109 MSMA00000537       62       19.5       1.30
## 164615 MSML00000109 MSMA00000538       62        0.9       3.80
## 164616 MSML00000109 MSMA00000539       62        2.1       5.90
## 164617 MSML00000109 MSMA00000540       62        0.0         NA
## 164618 MSML00000109 MSMA00000541       62       17.2       2.70
## 164619 MSML00000109 MSMA00000542       62        1.1       1.10
## 164620 MSML00000109 MSMA00000543       62        0.0       4.70
## 164621 MSML00000109 MSMA00000544       62        0.0       4.60
## 164622 MSML00000109 MSMA00000545       62        0.5       6.10
## 164623 MSML00000109 MSMA00000546       62        0.0         NA
## 164624 MSML00000109 MSMA00000547       62       58.1       3.80
## 164625 MSML00000109 MSMA00000548       62      102.9       4.70
## 164626 MSML00000109 MSMA00000549       62      107.6       4.50
## 164627 MSML00000109 MSMA00000550       62       72.4       5.30
## 164628 MSML00000109 MSMA00000551       62       74.5       5.10
## 164629 MSML00000109 MSMA00000552       62       71.1       5.00
## 164630 MSML00000109 MSMA00000553       62       74.8       4.90
## 164631 MSML00000109 MSMA00000554       62       71.6       5.20
## 164632 MSML00000109 MSMA00000555       62       74.5       5.10
## 164633 MSML00000109 MSMA00000556       62       77.3       5.00
## 164634 MSML00000109 MSMA00000557       62       79.0       5.40
## 164635 MSML00000109 845A00001552       92       76.4       4.60
## 164636 MSML00000109 845A00001553       92       83.3       4.70
## 164637 MSML00000109 845A00001554       92       78.6       4.40
## 164638 MSML00000109 845A00001555       92       78.6       4.40
## 164639 MSML00000109 845A00001556       92       74.6       4.70
## 164640 MSML00000109 845A00001557       92       82.0       4.50
## 164641 MSML00000109 845A00002095      100       32.0       4.70
## 164642 MSML00000109 845A00002097      100        0.0       0.00
## 164643 MSML00000109 845A00002098      100        0.0      10.30
## 164644 MSML00000109 845A00002099      100        5.0       2.90
## 164645 MSML00000109 845A00002101      100        1.0       0.30
## 164646 MSML00000109 845A00002103      100       20.0       4.50
## 164647 MSML00000109 845A00002104      100       12.0       2.40
## 164648 MSML00000109 845A00002105      100        3.0       3.00
## 164649 MSML00000109 845A00002107      100        0.0       1.80
## 164650 MSML00000109 845A00002108      100        0.0       7.40
## 164651 MSML00000109 845A00002110      100        0.0       3.30
## 164652 MSML00000109 845A00002111      100        5.0       1.10
## 164653 MSML00000109 845A00002112      100       33.0       2.00
## 164654 MSML00000109 845A00002114      100       70.0       4.90
## 164655 MSML00000109 845A00002115      100       71.0       4.90
## 164656 MSML00000109 845A00002116      100       76.0       4.80
## 164657 MSML00000109 845A00002117      100       72.0       4.60
## 164658 MSML00000109 845A00002118      100       48.0       5.80
## 164659 MSML00000109 845A00002119      100       54.0       5.90
## 164660 MSML00000109 845A00002120      100       77.0       5.50
## 164661 MSML00000109 845A00002121      100       69.0       5.10
## 164662 MSML00000109 845A00002123      100       26.0       2.00
## 164663 MSML00000109 845A00002124      100        1.0       0.20
## 164664 MSML00000109 845A00002125      100        1.0       3.00
## 164665 MSML00000109 845A00002126      100        7.0       5.70
## 164666 MSML00000109 845A00002127      100        0.0       7.70
## 164667 MSML00000109 845A00002129      100        0.0       8.20
## 164668 MSML00000109 845A00002130      100        0.0       0.70
## 164669 MSML00000109 845A00002131      101        4.0       1.00
## 164670 MSML00000109 MSMA00000592       62       67.8       4.60
## 164671 MSML00000109 MSMA00000593       62       80.3       4.60
## 164672 MSML00000109 MSMA00000594       62       79.4       4.60
## 164673 MSML00000109 MSMA00000595       62       64.2       4.50
## 164674 MSML00000109 MSMA00000596       62        6.5       0.70
## 164675 MSML00000109 MSMA00000597       62        0.0         NA
## 164676 MSML00000109 MSMA00000598       62       38.2       2.80
## 164677 MSML00000109 MSMA00000599       62       51.4       3.50
## 164678 MSML00000109 MSMA00000600       62        0.7       5.80
## 164679 MSML00000109 MSMA00000601       62        0.0         NA
## 164680 MSML00000109 MSMA00000602       63       42.5       1.90
## 164681 MSML00000109 MSMA00000603       63       94.8       4.80
## 164682 MSML00000109 MSMA00000604       63       93.0       5.40
## 164683 MSML00000109 MSMA00000605       63      106.3       5.80
## 164684 MSML00000109 MSMA00000606       63       97.6       5.40
## 164685 MSML00000109 MSMA00000607       63       92.3       5.20
## 164686 MSML00000109 MSMA00000608       63       86.9       5.00
## 164687 MSML00000109 MSMA00000609       63       88.6       5.50
## 164688 MSML00000109 MSMA00000610       63       96.0       5.40
## 164689 MSML00000109 MSMA00000611       63       86.6       4.10
## 164690 MSML00000109 MSMA00000612       63       85.9       4.40
## 164691 MSML00000109 MSMA00000613       63       85.8       4.20
## 164692 MSML00000109 MSMA00000614       63       85.3       4.30
## 164693 MSML00000109 MSMA00000615       63       85.1       4.30
## 164694 MSML00000109 MSMA00000616       63       87.0       4.50
## 164695 MSML00000109 MSMA00000617       63       88.2       4.80
## 164696 MSML00000109 MSMA00000618       63       99.2       5.00
## 164697 MSML00000109 845A00001747       94       68.7       4.90
## 164698 MSML00000109 845A00001748       94       58.7       4.70
## 164699 MSML00000109 MSMA00000500       61      108.2       5.30
## 164700 MSML00000109 MSMA00000501       61       87.8       5.20
## 164701 MSML00000109 MSMA00000502       61       83.9       5.40
## 164702 MSML00000109 MSMA00000503       61        0.0       5.60
## 164703 MSML00000109 MSMA00000504       61       60.4       5.90
## 164704 MSML00000109 MSMA00000505       61       70.4       5.10
## 164705 MSML00000109 MSMA00000506       61       66.8       4.70
## 164706 MSML00000109 MSMA00000507       61       60.1       5.90
## 164707 MSML00000109 MSMA00000508       61        0.2       4.60
## 164708 MSML00000109 MSMA00000509       61        0.2       4.80
## 164709 MSML00000109 MSMA00000510       61        0.0       8.00
## 164710 MSML00000109 MSMA00000511       61        0.0       4.20
## 164711 MSML00000109 MSMA00000512       61        0.0       5.80
## 164712 MSML00000109 MSMA00000513       61        0.0       4.80
## 164713 MSML00000109 MSMA00000514       61        0.0       3.90
## 164714 MSML00000109 MSMA00000515       61        0.0       6.60
## 164715 MSML00000109 MSMA00000516       61        0.0         NA
## 164716 MSML00000109 845A00002038       99        0.0       0.90
## 164717 MSML00000109 845A00002039       99        1.0       0.40
## 164718 MSML00000109 845A00002045       99       28.0       3.90
## 164719 MSML00000109 845A00002046       99       22.0       5.40
## 164720 MSML00000109 845A00002047       99        4.0       1.00
## 164721 MSML00000109 845A00002048       99        0.0       4.80
## 164722 MSML00000109 845A00002050       99        2.0       6.10
## 164723 MSML00000109 845A00002051       99        0.0       6.40
## 164724 MSML00000109 845A00002052       99        0.0       1.00
## 164725 MSML00000109 845A00002053       99        3.0       0.80
## 164726 MSML00000109 845A00002054       99       54.0       3.50
## 164727 MSML00000109 845A00002056       99       71.0       5.20
## 164728 MSML00000109 845A00002057       99       79.0       4.80
## 164729 MSML00000109 845A00002058       99       84.0       4.70
## 164730 MSML00000109 845A00002059       99       78.0       4.80
## 164731 MSML00000109 845A00002060       99       79.0       5.10
## 164732 MSML00000109 845A00002061       99       70.0       5.10
## 164733 MSML00000109 845A00002062       99       77.0       5.10
## 164734 MSML00000109 845A00002063       99       78.0       5.10
## 164735 MSML00000109 845A00002064       99       78.0       5.60
## 164736 MSML00000109 845A00002065       99       79.0       5.30
## 164737 MSML00000109 845A00002066       99        4.0       0.30
## 164738 MSML00000109 845A00002067       99        3.0       0.90
## 164739 MSML00000109 845A00002068       99        0.0       6.90
## 164740 MSML00000109 845A00002069       99        0.0       8.90
## 164741 MSML00000109 845A00002071       99        0.0       1.40
## 164742 MSML00000109 845A00002072      100        1.0       0.40
## 164743 MSML00000109 845A00002073      100       29.0       5.70
## 164744 MSML00000109 845A00002074      100       31.0       8.80
## 164745 MSML00000109 845A00002075      100       25.0       8.60
## 164746 MSML00000109 845A00002076      100       23.0       9.00
## 164747 MSML00000109 845A00002077      100       32.0       9.40
## 164748 MSML00000109 845A00002078      100       35.0       9.40
## 164749 MSML00000109 845A00002079      100       26.0       9.60
## 164750 MSML00000109 845A00002080      100       30.0       9.50
## 164751 MSML00000109 845A00002081      100       46.0       8.50
## 164752 MSML00000109 845A00002082      100       59.0       6.90
## 164753 MSML00000109 845A00002083      100       55.0       7.70
## 164754 MSML00000109 845A00002085      100        6.0       0.90
## 164755 MSML00000109 845A00002086      100        1.0       0.70
## 164756 MSML00000109 845A00002087      100        0.0       5.30
## 164757 MSML00000109 845A00002088      100        2.0       6.80
## 164758 MSML00000109 845A00002089      100       14.0       6.80
## 164759 MSML00000109 845A00002090      100        0.0       7.20
## 164760 MSML00000109 845A00002091      100        0.0       0.70
## 164761 MSML00000109 845A00002092      100        2.0       0.60
## 164762 MSML00000109 845A00001820       95       71.2       4.90
## 164763 MSML00000109 845A00001821       95       71.7       5.00
## 164764 MSML00000109 845A00001822       95       72.9       4.90
## 164765 MSML00000109 845A00001823       95       71.2       4.90
## 164766 MSML00000109 845A00001824       95       69.2       4.70
## 164767 MSML00000109 845A00001825       95       69.2       4.80
## 164768 MSML00000109 845A00001827       95       73.5       5.00
## 164769 MSML00000109 845A00001828       95       70.8       4.80
## 164770 MSML00000109 845A00001829       95       71.9       5.00
## 164771 MSML00000109 845A00001830       95       74.7       4.80
## 164772 MSML00000109 845A00001831       95       74.9       5.00
## 164773 MSML00000109 845A00001832       95       73.5       5.00
## 164774 MSML00000109 845A00001833       95       69.3       4.70
## 164775 MSML00000109 845A00001834       95       73.2       4.90
## 164776 MSML00000109 845A00001835       95       71.5       4.90
## 164777 MSML00000109 845A00001836       95       73.1       4.90
## 164778 MSML00000109 845A00001837       95       73.7       5.00
## 164779 MSML00000109 845A00001838       95       73.5       4.80
## 164780 MSML00000109 845A00001839       95       74.9       5.00
## 164781 MSML00000109 845A00001840       95       72.1       4.80
## 164782 MSML00000109 845A00001841       95       75.6       5.30
## 164783 MSML00000109 845A00001842       95       74.7       5.20
## 164784 MSML00000109 845A00001843       95       69.9       4.80
## 164785 MSML00000109 845A00001844       95       78.8       4.90
## 164786 MSML00000109 845A00001845       95       73.5       5.00
## 164787 MSML00000109 845A00001846       95       48.7       3.30
## 164788 MSML00000109 845A00001847       95        3.0       0.60
## 164789 MSML00000109 845A00001848       95        0.0       1.50
## 164790 MSML00000109 845A00001849       95        0.0       1.30
## 164791 MSML00000109 845A00001850       95        3.0       0.30
## 164792 MSML00000109 845A00001851       95       44.0       3.40
## 164793 MSML00000109 845A00001852       95       78.0       4.50
## 164794 MSML00000109 845A00001853       95       77.0       5.00
## 164795 MSML00000109 845A00001854       95       74.5       4.80
## 164796 MSML00000109 845A00001855       95       70.0       5.00
## 164797 MSML00000109 845A00001856       95       46.0       4.00
## 164798 MSML00000109 845A00001857       95        3.0       2.00
## 164799 MSML00000109 845A00001858       95        0.0       6.00
## 164800 MSML00000109 845A00001859       95        1.0       0.60
## 164801 MSML00000109 845A00001860       95       54.0       3.60
## 164802 MSML00000109 845A00001861       95        1.0       1.00
## 164803 MSML00000109 845A00001862       95        0.0       0.50
## 164804 MSML00000109 845A00001868       95        0.0       4.40
## 164805 MSML00000109 845A00001869       95        1.0       0.40
## 164806 MSML00000109 845A00001870       95       26.0       1.70
## 164807 MSML00000109 845A00001871       95       62.0       5.00
## 164808 MSML00000109 845A00001872       95       77.2       4.60
## 164809 MSML00000109 845A00001873       95       48.0       3.90
## 164810 MSML00000109 845A00001874       95        1.0       1.70
## 164811 MSML00000109 845A00001875       95        0.0       6.90
## 164812 MSML00000109 845A00001876       95        0.0       2.70
## 164813 MSML00000109 845A00001878       96        0.9       0.50
## 164814 MSML00000109 845A00001879       96       25.6       3.00
## 164815 MSML00000109 845A00001880       96       47.0       5.20
## 164816 MSML00000109 845A00001881       96       47.5       5.80
## 164817 MSML00000109 845A00001883       96       45.5       6.00
## 164818 MSML00000109 845A00001884       96       45.0       6.50
## 164819 MSML00000109 845A00001885       96       45.5       9.50
## 164820 MSML00000109 845A00001886       96       44.0       8.80
## 164821 MSML00000109 845A00001887       96       43.0       6.60
## 164822 MSML00000109 845A00001888       96       45.0       6.20
## 164823 MSML00000109 845A00001889       96       32.0       5.40
## 164824 MSML00000109 845A00001890       96        1.0       0.60
## 164825 MSML00000109 845A00001891       96        0.0       0.40
## 164826 MSML00000109 845A00001892       96        0.0       5.00
## 164827 MSML00000109 845A00001893       96        4.0       0.00
## 164828 MSML00000109 845A00001894       96        1.1       0.50
## 164829 MSML00000109 845A00001895       96        3.0       0.30
## 164830 MSML00000109 845A00001896       96       65.0       5.50
## 164831 MSML00000109 845A00001897       96       62.0       5.30
## 164832 MSML00000109 845A00001898       96       46.0       6.50
## 164833 MSML00000109 845A00001900       96       59.0       6.60
## 164834 MSML00000109 845A00001901       96       51.0       6.00
## 164835 MSML00000109 845A00001902       96       62.0       6.00
## 164836 MSML00000109 845A00001903       96       69.0       5.00
## 164837 MSML00000109 845A00001904       96       69.0       5.00
## 164838 MSML00000109 845A00001905       96       69.0       5.00
## 164839 MSML00000109 845A00001906       96       67.0       5.50
## 164840 MSML00000109 845A00001907       96        1.0       0.60
## 164841 MSML00000109 845A00001908       96        0.0       2.20
## 164842 MSML00000109 845A00001909       96        0.7       0.40
## 164843 MSML00000109 845A00001910       96       23.0       3.50
## 164844 MSML00000109 845A00001911       96       39.0       5.80
## 164845 MSML00000109 845A00001912       96        0.8       0.40
## 164846 MSML00000109 845A00001913       96        0.0       0.20
## 164847 MSML00000109 845A00001914       96        0.0       4.70
## 164848 MSML00000109 845A00001915       96        2.5       5.10
## 164849 MSML00000109 845A00001517       92       41.0       5.10
## 164850 MSML00000109 845A00001518       92       51.0       5.90
## 164851 MSML00000109 845A00001519       92       51.1       6.50
## 164852 MSML00000109 845A00001521       92       48.0       7.60
## 164853 MSML00000109 845A00001522       92       50.3       6.90
## 164854 MSML00000109 845A00001523       92       74.9       5.30
## 164855 MSML00000109 845A00001524       92       75.0       4.70
## 164856 MSML00000109 845A00001525       92       60.0       5.30
## 164857 MSML00000109 845A00001526       92       72.0       4.60
## 164858 MSML00000109 845A00001527       92       67.0       4.80
## 164859 MSML00000109 845A00001528       92       53.4       6.40
## 164860 MSML00000109 845A00001529       92       31.0       3.10
## 164861 MSML00000109 845A00001530       92        1.0       0.20
## 164862 MSML00000109 845A00001531       92        0.0       1.00
## 164863 MSML00000109 845A00001532       92        0.0       3.90
## 164864 MSML00000109 845A00001533       92        0.3       0.20
## 164865 MSML00000109 845A00001534       92        5.0       0.60
## 164866 MSML00000109 845A00001535       92       53.0       6.00
## 164867 MSML00000109 845A00001536       92        9.3       0.70
## 164868 MSML00000109 845A00001537       92        1.0       0.70
## 164869 MSML00000109 845A00001538       92        0.0       3.40
## 164870 MSML00000109 845A00001540       92        3.3       4.90
## 164871 MSML00000109 845A00001541       92        0.0       6.10
## 164872 MSML00000109 845A00001542       92        0.0       1.80
## 164873 MSML00000109 845A00001543       92        3.1       0.50
## 164874 MSML00000109 845A00001544       92       50.6       2.80
## 164875 MSML00000109 845A00001545       92       72.0       4.60
## 164876 MSML00000109 845A00001547       92       78.0       4.60
## 164877 MSML00000109 845A00001548       92       77.0       4.70
## 164878 MSML00000109 845A00001549       92       67.8       4.50
## 164879 MSML00000109 845A00001550       92       52.0       5.60
## 164880 MSML00000109 845A00001551       92       44.6       5.80
## 164881 MSML00000109 MSMA00000439       59       65.7       5.50
## 164882 MSML00000109 MSMA00000440       59       67.8       5.00
## 164883 MSML00000109 MSMA00000441       59       52.6       4.10
## 164884 MSML00000109 MSMA00000442       59        0.0       4.70
## 164885 MSML00000109 MSMA00000443       59        0.0       4.70
## 164886 MSML00000109 MSMA00000444       59        0.0         NA
## 164887 MSML00000109 MSMA00000445       59        5.6       0.30
## 164888 MSML00000109 MSMA00000446       59       58.1       4.70
## 164889 MSML00000109 MSMA00000447       59       15.1       1.10
## 164890 MSML00000109 MSMA00000448       59        0.0       2.90
## 164891 MSML00000109 MSMA00000449       59        0.0       6.70
## 164892 MSML00000109 MSMA00000450       59        0.0         NA
## 164893 MSML00000109 MSMA00000451       60       61.4       3.20
## 164894 MSML00000109 MSMA00000452       60       68.8       4.80
## 164895 MSML00000109 MSMA00000453       60       74.8       4.90
## 164896 MSML00000109 MSMA00000454       60       74.5       4.80
## 164897 MSML00000109 MSMA00000455       60       79.2       4.80
## 164898 MSML00000109 MSMA00000456       60       76.3       4.80
## 164899 MSML00000109 MSMA00000457       60       78.6       4.90
## 164900 MSML00000109 MSMA00000458       60       82.8       4.70
## 164901 MSML00000109 MSMA00000459       60       79.8       4.80
## 164902 MSML00000109 MSMA00000460       60       80.6       4.60
## 164903 MSML00000109 MSMA00000461       60       78.2       4.80
## 164904 MSML00000109 MSMA00000462       60       38.0       5.90
## 164905 MSML00000109 MSMA00000463       60       51.8       5.60
## 164906 MSML00000109 MSMA00000464       60       90.1       5.20
## 164907 MSML00000109 MSMA00000465       60       91.8       4.90
## 164908 MSML00000109 MSMA00000466       60       91.6       4.90
## 164909 MSML00000109 MSMA00000467       60       14.9       0.90
## 164910 MSML00000109 MSMA00000468       60        2.2       6.20
## 164911 MSML00000109 MSMA00000469       60        0.0       9.10
## 164912 MSML00000109 MSMA00000470       60        0.0         NA
## 164913 MSML00000109 MSMA00000471       60       39.1       2.80
## 164914 MSML00000109 MSMA00000472       60       67.2       4.90
## 164915 MSML00000109 MSMA00000473       60       67.1       4.90
## 164916 MSML00000109 MSMA00000474       60       66.2       5.00
## 164917 MSML00000109 MSMA00000475       60       69.8       5.10
## 164918 MSML00000109 MSMA00000476       60       75.8       5.00
## 164919 MSML00000109 MSMA00000477       60       69.6       4.90
## 164920 MSML00000109 MSMA00000478       60       78.2       4.90
## 164921 MSML00000109 MSMA00000479       60       70.1       4.90
## 164922 MSML00000109 MSMA00000480       60       76.2       5.90
## 164923 MSML00000109 MSMA00000481       60       72.5       5.50
## 164924 MSML00000109 MSMA00000482       60       72.6       5.20
## 164925 MSML00000109 MSMA00000483       60       73.5       5.60
## 164926 MSML00000109 MSMA00000484       60       59.8       5.40
## 164927 MSML00000109 MSMA00000485       60       23.5       5.30
## 164928 MSML00000109 MSMA00000486       60       14.4       1.10
## 164929 MSML00000109 MSMA00000487       60        1.1       3.70
## 164930 MSML00000109 MSMA00000488       60        0.0         NA
## 164931 MSML00000109 MSMA00000489       61       10.7       0.80
## 164932 MSML00000109 MSMA00000490       61       52.9       3.90
## 164933 MSML00000109 MSMA00000491       61        0.5       5.80
## 164934 MSML00000109 MSMA00000492       61        0.0         NA
## 164935 MSML00000109 MSMA00000493       61       37.1       2.10
## 164936 MSML00000109 MSMA00000494       61        1.7       6.00
## 164937 MSML00000109 MSMA00000495       61        0.0         NA
## 164938 MSML00000109 MSMA00000496       61       48.9       2.30
## 164939 MSML00000109 MSMA00000497       61       71.3       5.90
## 164940 MSML00000109 845A00002421      106       57.0       4.90
## 164941 MSML00000109 845A00002422      106       14.0       1.10
## 164942 MSML00000109 845A00002423      106        1.0       0.50
## 164943 MSML00000109 845A00002425      106        0.0       4.70
## 164944 MSML00000109 845A00002426      106        0.0       0.80
## 164945 MSML00000109 845A00002427      106        0.5       0.10
## 164946 MSML00000109 845A00002428      106       38.0       4.40
## 164947 MSML00000109 845A00002429      106       66.0       5.70
## 164948 MSML00000109 845A00002430      106       22.0       2.20
## 164949 MSML00000109 845A00002431      106        2.0       0.80
## 164950 MSML00000109 845A00002432      106        0.0       3.10
## 164951 MSML00000109 845A00002433      106        0.0       8.70
## 164952 MSML00000109 845A00002434      106        3.0       7.80
## 164953 MSML00000109 845A00002435      106        1.0       1.70
## 164954 MSML00000109 845A00002436      107        1.4       0.50
## 164955 MSML00000109 845A00002437      107       26.4       3.90
## 164956 MSML00000109 845A00002438      107       40.0       8.50
## 164957 MSML00000109 845A00002439      107       24.0       9.30
## 164958 MSML00000109 845A00002440      107       39.1       6.00
## 164959 MSML00000109 845A00002441      107       59.0       6.00
## 164960 MSML00000109 845A00002442      107       46.7       6.00
## 164961 MSML00000109 845A00002443      107       43.6       6.00
## 164962 MSML00000109 845A00002444      107       43.1       7.00
## 164963 MSML00000109 845A00002445      107       43.0       6.20
## 164964 MSML00000109 845A00002446      107       40.1       5.80
## 164965 MSML00000109 845A00002447      107        0.7       0.50
## 164966 MSML00000109 845A00002448      107        0.0       0.10
## 164967 MSML00000109 845A00002449      107        0.0       3.80
## 164968 MSML00000109 845A00002450      107        0.4       0.40
## 164969 MSML00000109 845A00002451      107       21.3       3.40
## 164970 MSML00000109 845A00002452      107       31.9       6.30
## 164971 MSML00000109 845A00002453      107        0.4       0.50
## 164972 MSML00000109 845A00002454      107        0.0       0.40
## 164973 MSML00000109 845A00002455      107        0.8       6.60
## 164974 MSML00000109 845A00002457      107        0.1       5.80
## 164975 MSML00000109 845A00002458      107        0.0       4.40
## 164976 MSML00000109 845A00002459      107        0.0       4.00
## 164977 MSML00000109 845A00002460      107        0.0       3.20
## 164978 MSML00000109 845A00002462      107        0.0       0.00
## 164979 MSML00000109 845A00002463      107        0.0       0.00
## 164980 MSML00000109 845A00002464      107        0.0       0.00
## 164981 MSML00000109 845A00002465      107        0.0       0.00
## 164982 MSML00000109 845A00002466      107        0.0       0.00
## 164983 MSML00000109 845A00002467      107        0.0       0.00
## 164984 MSML00000109 845A00002468      107        0.0       0.00
## 164985 MSML00000109 845A00002469      107        0.0       0.00
## 164986 MSML00000109 845A00002470      107        0.0       0.00
## 164987 MSML00000109 845A00002471      107        0.0       0.00
## 164988 MSML00000109 845A00002472      107        0.0       0.00
## 164989 MSML00000109 845A00002473      107        0.0       3.10
## 164990 MSML00000109 845A00002475      107        0.0       5.30
## 164991 MSML00000109 845A00002476      107        0.0       7.60
## 164992 MSML00000109 845A00002477      107        0.0       8.20
## 164993 MSML00000109 845A00002478      107        0.0       6.70
## 164994 MSML00000109 845A00002480      107        0.0       4.20
## 164995 MSML00000109 845A00002481      107        0.0       0.20
## 164996 MSML00000109 845A00002482      107        0.8       1.10
## 164997 MSML00000109 845A00002483      107       10.2       1.80
## 164998 MSML00000109 845A00002484      107        0.7       0.70
## 164999 MSML00000109 MSMA00001286       74        0.0       4.30
## 165000 MSML00000109 MSMA00001287       74        0.0       4.10
## 165001 MSML00000109 MSMA00001288       74        0.0       4.00
## 165002 MSML00000109 MSMA00001289       74        0.0       4.10
## 165003 MSML00000109 MSMA00001290       74        0.0       3.90
## 165004 MSML00000109 MSMA00001291       74        0.0       3.80
## 165005 MSML00000109 MSMA00001292       74        0.0       3.90
## 165006 MSML00000109 MSMA00001293       74        0.0       3.80
## 165007 MSML00000109 MSMA00001294       74        0.7       5.10
## 165008 MSML00000109 MSMA00001295       74        0.0       4.90
## 165009 MSML00000109 MSMA00001296       74        0.0       6.50
## 165010 MSML00000109 MSMA00001297       74        0.0       5.80
## 165011 MSML00000109 MSMA00001298       74        0.0         NA
## 165012 MSML00000109 MSMA00001299       74       31.3       3.60
## 165013 MSML00000109 MSMA00001300       74       52.4       5.70
## 165014 MSML00000109 MSMA00001301       74       57.1       5.40
## 165015 MSML00000109 845A00002503      107       51.2       4.40
## 165016 MSML00000109 845A00002504      107       84.5       6.10
## 165017 MSML00000109 845A00002505      107       82.3       6.60
## 165018 MSML00000109 845A00002506      107       77.2       6.20
## 165019 MSML00000109 845A00002507      107       44.2       6.10
## 165020 MSML00000109 845A00002508      107       62.8       6.40
## 165021 MSML00000109 845A00002509      107       60.5       6.10
## 165022 MSML00000109 845A00002510      107       44.3       4.20
## 165023 MSML00000109 845A00002511      107        0.1       0.10
## 165024 MSML00000109 845A00002512      107        0.0       1.40
## 165025 MSML00000109 845A00002513      107        2.4       5.30
## 165026 MSML00000109 845A00002514      107        2.1       5.10
## 165027 MSML00000109 845A00002515      107        7.6       5.80
## 165028 MSML00000109 845A00002516      107        0.5       8.70
## 165029 MSML00000109 845A00002517      107        0.0       9.00
## 165030 MSML00000109 845A00002518      107        0.0       3.50
## 165031 MSML00000109 845A00002519      108        1.0       0.40
## 165032 MSML00000109 845A00002520      108       29.5       2.60
## 165033 MSML00000109 845A00002521      108       48.5       5.30
## 165034 MSML00000109 845A00002522      108       49.0       6.00
## 165035 MSML00000109 845A00002523      108       61.0       6.30
## 165036 MSML00000109 845A00002524      108       60.0       6.70
## 165037 MSML00000109 845A00002525      108       59.0       5.50
## 165038 MSML00000109 845A00002526      108       41.2       6.30
## 165039 MSML00000109 845A00002527      108       56.0       5.80
## 165040 MSML00000109 845A00002528      108       36.0       4.40
## 165041 MSML00000109 845A00002529      108        2.0       1.40
## 165042 MSML00000109 845A00002530      108        0.0       0.10
## 165043 MSML00000109 845A00002531      108        0.0       6.10
## 165044 MSML00000109 845A00002532      108        0.0       2.40
## 165045 MSML00000109 845A00002533      108        1.0       0.70
## 165046 MSML00000109 845A00002534      108       34.0       2.90
## 165047 MSML00000109 845A00002535      108       57.1       6.00
## 165048 MSML00000109 845A00002536      108       64.3       5.20
## 165049 MSML00000109 845A00002537      108       77.1       5.30
## 165050 MSML00000109 845A00002538      108       79.2       5.10
## 165051 MSML00000109 845A00002539      108       70.0       5.80
## 165052 MSML00000109 845A00002540      108       61.2       5.30
## 165053 MSML00000109 845A00002541      108       65.4       6.20
## 165054 MSML00000109 845A00002542      108       75.3       5.50
## 165055 MSML00000109 845A00002543      108       70.7       5.90
## 165056 MSML00000109 845A00002544      108       48.0       4.30
## 165057 MSML00000109 845A00002545      108        1.0       0.50
## 165058 MSML00000109 845A00002546      108        0.0       1.00
## 165059 MSML00000109 845A00002547      108        0.0       7.10
## 165060 MSML00000109 845A00002548      108        0.0       4.40
## 165061 MSML00000109 845A00002549      109        1.0       0.30
## 165062 MSML00000109 845A00002550      109       15.0       2.70
## 165063 MSML00000109 845A00001749       94       59.7       4.90
## 165064 MSML00000109 845A00001751       94       55.2       5.80
## 165065 MSML00000109 845A00001753       94       68.6       5.00
## 165066 MSML00000109 845A00001754       94       55.0       5.30
## 165067 MSML00000109 845A00001755       94       59.4       4.90
## 165068 MSML00000109 845A00001756       94       66.0       5.00
## 165069 MSML00000109 845A00001757       94       49.0       6.00
## 165070 MSML00000109 845A00001758       94       60.4       5.00
## 165071 MSML00000109 845A00001759       94       62.0       5.00
## 165072 MSML00000109 845A00001760       94       53.2       5.80
## 165073 MSML00000109 845A00001761       94       62.9       5.00
## 165074 MSML00000109 845A00001762       94       64.5       4.90
## 165075 MSML00000109 845A00001763       94       17.0       2.50
## 165076 MSML00000109 845A00001764       94        0.0       0.00
## 165077 MSML00000109 845A00001765       94        0.0       0.00
## 165078 MSML00000109 845A00001766       94        0.0       0.00
## 165079 MSML00000109 845A00001767       94        0.0       0.00
## 165080 MSML00000109 845A00001768       94        0.0       0.00
## 165081 MSML00000109 845A00001769       94        0.0       0.00
## 165082 MSML00000109 845A00001770       94        0.0       0.00
## 165083 MSML00000109 845A00001771       94        0.0       0.00
## 165084 MSML00000109 845A00001772       94        0.0       0.00
## 165085 MSML00000109 845A00001773       94        0.0       0.00
## 165086 MSML00000109 845A00001774       94        0.0       0.00
## 165087 MSML00000109 845A00001775       94        0.0       0.00
## 165088 MSML00000109 845A00001776       94        0.0       0.00
## 165089 MSML00000109 845A00001777       94        0.0       0.00
## 165090 MSML00000109 845A00001779       94        0.0       0.00
## 165091 MSML00000109 845A00001781       94        0.0       0.00
## 165092 MSML00000109 845A00001783       94        0.0       0.00
## 165093 MSML00000109 845A00001784       94        0.0       0.00
## 165094 MSML00000109 845A00001786       94        0.0       0.00
## 165095 MSML00000109 845A00001787       95        0.0       0.00
## 165096 MSML00000109 845A00001788       95        8.0       0.40
## 165097 MSML00000109 845A00001789       95       84.5       5.00
## 165098 MSML00000109 845A00001790       95       80.5       4.80
## 165099 MSML00000109 845A00001791       95       82.3       5.30
## 165100 MSML00000109 845A00001792       95       81.0       4.70
## 165101 MSML00000109 845A00001793       95       78.1       4.50
## 165102 MSML00000109 845A00001794       95       84.3       4.90
## 165103 MSML00000109 845A00001795       95       81.0       4.70
## 165104 MSML00000109 845A00001796       95       79.1       5.50
## 165105 MSML00000109 845A00001797       95       73.0       5.00
## 165106 MSML00000109 845A00001798       95       84.8       4.80
## 165107 MSML00000109 845A00001799       95       81.4       4.50
## 165108 MSML00000109 845A00001800       95       92.4       4.70
## 165109 MSML00000109 845A00001801       95       78.6       4.90
## 165110 MSML00000109 845A00001802       95       68.9       4.70
## 165111 MSML00000109 845A00001803       95       61.3       5.00
## 165112 MSML00000109 845A00001804       95       27.0       2.30
## 165113 MSML00000109 845A00001805       95        1.0       0.50
## 165114 MSML00000109 845A00001807       95        0.0       2.20
## 165115 MSML00000109 845A00001808       95        2.0       4.40
## 165116 MSML00000109 845A00001810       95        0.0       0.50
## 165117 MSML00000109 845A00001811       95        0.0       5.90
## 165118 MSML00000109 845A00001812       95        0.0       5.90
## 165119 MSML00000109 845A00001813       95        0.0       4.50
## 165120 MSML00000109 845A00001814       95        5.0       1.40
## 165121 MSML00000109 845A00001815       95       68.0       4.10
## 165122 MSML00000109 845A00001816       95       68.5       4.90
## 165123 MSML00000109 845A00001817       95       72.0       4.90
## 165124 MSML00000109 845A00001818       95       71.6       4.90
## 165125 MSML00000109 845A00001819       95       71.3       4.90
## 165126 MSML00000109 MSMA00000318       57       76.0       6.60
## 165127 MSML00000109 MSMA00000319       57       74.3       6.10
## 165128 MSML00000109 MSMA00000320       57       75.0       5.40
## 165129 MSML00000109 MSMA00000321       57       68.7       5.00
## 165130 MSML00000109 MSMA00000322       57       68.9       5.50
## 165131 MSML00000109 MSMA00000323       57       67.0       5.50
## 165132 MSML00000109 MSMA00000324       57       69.1       5.40
## 165133 MSML00000109 MSMA00000325       57       64.0       6.10
## 165134 MSML00000109 MSMA00000326       57       43.5       3.70
## 165135 MSML00000109 MSMA00000327       57        0.0       4.80
##        hsfoconsboiler hsfoconsigs hsfoconssulfurcontent lsfoconsme
## 164349           3.50         0.0                 3.170        0.0
## 164350           0.00         0.0                 3.170        0.0
## 164351           1.30         0.0                 3.170        0.0
## 164352           7.00         0.0                 3.170        0.0
## 164353           1.30         0.0                 3.170        0.0
## 164354           4.70         0.0                 3.170        0.0
## 164355           0.00         0.0                 3.170        0.0
## 164356           0.00         0.0                 3.170        0.0
## 164357           0.00         0.0                 3.170        0.0
## 164358           0.00         0.0                 3.170        0.0
## 164359           0.10         0.0                 0.000        0.0
## 164360           0.00         0.0                 3.170        0.0
## 164361           7.70         0.0                 0.000        0.0
## 164362           3.40         0.0                 0.000        0.0
## 164363           0.00         0.0                 3.170        0.0
## 164364           0.00         0.0                 2.860        0.0
## 164365           0.00         0.0                 2.860        0.0
## 164366           0.00         0.0                 2.860        0.0
## 164367           0.00         0.0                 2.860        0.0
## 164368           0.00         0.0                 2.860        0.0
## 164369           0.00         0.0                 2.860        0.0
## 164370           0.00         0.0                 3.170        0.0
## 164371           0.00         0.0                 3.170        0.0
## 164372           0.00         0.0                 3.170        0.0
## 164373           6.30         0.0                 3.170        0.0
## 164374           3.70         0.0                 0.000        0.0
## 164375           1.20         0.0                 0.000        0.0
## 164376           1.80         0.0                 3.170        0.0
## 164377           0.20         0.0                 0.000        0.0
## 164378           0.00         0.0                 3.170        0.0
## 164379           1.00         0.0                 3.170        0.0
## 164380           0.00         0.0                 3.170        0.0
## 164381           4.70         0.0                 3.170        0.0
## 164382           5.80         0.0                 3.170        0.0
## 164383           0.00         0.0                 3.170        0.0
## 164384           0.00         0.0                 3.170        0.0
## 164385           0.50         0.0                 3.170        0.0
## 164386           0.10         0.0                 0.000        0.0
## 164387           0.00         0.0                 3.170        0.0
## 164388           0.00         0.0                 3.170        0.0
## 164389          42.50         0.0                 2.860        0.0
## 164390          82.00         0.0                 3.170        0.0
## 164391          20.00         0.0                 3.170        0.0
## 164392           6.70         0.0                36.000        0.0
## 164393           4.50         0.0                 0.000        0.0
## 164394           4.50         0.0                 0.000        0.0
## 164395           5.70         0.0                 0.000        0.0
## 164396          24.90         0.0                 0.000        0.0
## 164397           1.20         0.0                 0.000        0.0
## 164398           0.70         0.0                 0.000        0.0
## 164399           0.00         0.0                 3.170        0.0
## 164400           5.40         0.0                 3.170        0.0
## 164401           0.40         0.0                 3.170        0.0
## 164402           2.70         0.0                    NA        0.0
## 164403           2.80         0.0                    NA        0.0
## 164404           2.70         0.0                    NA        0.0
## 164405           2.80         0.0                    NA        0.0
## 164406           2.70         0.0                    NA        0.0
## 164407           3.00         0.0                    NA        0.0
## 164408           3.60         0.0                    NA        0.0
## 164409          72.50         0.0                    NA        0.0
## 164410           4.40         0.0                    NA        0.0
## 164411           2.30         0.0                    NA        0.0
## 164412           3.80         0.0                    NA        0.0
## 164413           2.70         0.0                    NA        0.0
## 164414           2.60         0.0                    NA        0.0
## 164415           2.80         0.0                    NA        0.0
## 164416           3.70         0.0                    NA        0.0
## 164417           6.60         0.0                 3.170        0.0
## 164418           0.80         0.0                 3.170        0.0
## 164419           3.90         0.0                 3.170        0.0
## 164420           2.00         0.0                 3.170        0.0
## 164421           9.30         0.0                 3.170        0.0
## 164422          16.90         0.0                 3.170        0.0
## 164423           1.00         0.0                 3.170        0.0
## 164424           0.00         0.0                 3.170        0.0
## 164425           2.60         0.0                    NA        0.0
## 164426           1.00         0.0                 3.170        0.0
## 164427           2.40         0.0                    NA        0.0
## 164428           9.00         0.0                 2.860        0.0
## 164429           0.00         0.0                 3.104        0.0
## 164430           0.00         0.0                 3.104        0.0
## 164431           0.00         0.0                 3.104        0.0
## 164432           0.00         0.0                 3.104        0.0
## 164433           0.00         0.0                 3.104        0.0
## 164434           0.00         0.0                 3.104        0.0
## 164435           0.00         0.0                 3.104        0.0
## 164436           0.00         0.0                 3.104        0.0
## 164437           0.00         0.0                 3.104        0.0
## 164438           0.00         0.0                 3.104        0.0
## 164439           0.00         0.0                 3.104        0.0
## 164440           1.00         0.0                 3.104        0.0
## 164441           0.00         0.0                 3.104        0.0
## 164442           0.00         0.0                 3.104        0.0
## 164443           0.00         0.0                 3.104        0.0
## 164444           0.00         0.0                 3.104        0.0
## 164445           0.00         0.0                 3.104        0.0
## 164446           0.00         0.0                 3.104        0.0
## 164447           0.00         0.0                 3.104        0.0
## 164448           0.00         0.0                 3.104        0.0
## 164449           0.00         0.0                 3.104        0.0
## 164450           0.00         0.0                 3.104        0.0
## 164451           0.00         0.0                 3.104        0.0
## 164452           0.00         0.0                 3.104        0.0
## 164453           2.30         0.0                    NA        0.0
## 164454           7.00         0.0                 3.170        0.0
## 164455          18.00         0.0                 3.170        0.0
## 164456          13.00         0.0                 3.170        0.0
## 164457          47.00         0.0                    NA        0.0
## 164458             NA          NA                    NA        0.0
## 164459           0.00         0.0                    NA        0.0
## 164460           0.00         0.0                    NA        0.0
## 164461           3.50         0.0                    NA        0.0
## 164462          15.40         0.0                    NA        0.0
## 164463          14.80         0.0                    NA        0.0
## 164464           0.00         0.0                    NA        0.0
## 164465           0.10         0.0                    NA        0.0
## 164466           0.00         0.0                    NA        0.0
## 164467           0.00         0.0                 3.104        0.0
## 164468           0.00         0.0                 3.104        0.0
## 164469           0.00         0.0                 2.170        0.0
## 164470           0.00         0.0                 2.860        0.0
## 164471           0.00         0.0                 2.860        0.0
## 164472           0.00         0.0                 2.860        0.0
## 164473           4.60         0.0                    NA        0.0
## 164474           0.00         0.0                    NA        0.0
## 164475           5.10         0.0                    NA        0.0
## 164476          21.50         0.0                    NA        0.0
## 164477           6.30         0.0                    NA        0.0
## 164478           0.00         0.0                    NA        0.0
## 164479           0.00         0.0                    NA        0.0
## 164480           0.00         0.0                    NA        0.0
## 164481           0.00         0.0                    NA        0.0
## 164482           0.00         0.0                    NA        0.0
## 164483           0.00         0.0                    NA        0.0
## 164484             NA          NA                    NA        0.0
## 164485           0.00         0.0                 3.170        0.0
## 164486           0.00         0.0                 3.170        0.0
## 164487           0.00         0.0                 3.170        0.0
## 164488           0.00         0.0                 3.170        0.0
## 164489           0.00         0.0                 3.170        0.0
## 164490           0.00         0.0                 3.170        0.0
## 164491           0.00         0.0                 3.170        0.0
## 164492           0.00         0.0                 3.170        0.0
## 164493           0.00         0.0                 3.170        0.0
## 164494           0.40         0.0                 3.170        0.0
## 164495           0.80         0.0                 3.170        0.0
## 164496           0.00         0.0                 3.170        0.0
## 164497           1.00         0.0                 2.860        0.0
## 164498           3.00         0.0                 2.860        0.0
## 164499           0.00         0.0                 2.860        0.0
## 164500           0.00         0.0                 2.860        0.0
## 164501           0.00         0.0                 2.860        0.0
## 164502           0.50         0.0                 2.860        0.0
## 164503           2.30         0.0                 2.860        0.0
## 164504           7.50         0.0                 2.860        0.0
## 164505           0.40         0.0                 2.860        0.0
## 164506           1.00         0.0                 2.860        0.0
## 164507           0.50         0.0                 2.860        0.0
## 164508           2.00         0.0                 2.860        0.0
## 164509           9.00         0.0                 2.860        0.0
## 164510           3.20         0.0                 0.000        0.0
## 164511           4.40         0.0                 0.000        0.0
## 164512           4.40         0.0                 0.000        0.0
## 164513           4.40         0.0                 0.000        0.0
## 164514           0.00         0.0                    NA        0.0
## 164515           3.40         0.0                    NA        0.0
## 164516           3.60         0.0                    NA        0.0
## 164517           4.10         0.0                    NA        0.0
## 164518           3.80         0.0                    NA        0.0
## 164519           2.90         0.0                    NA        0.0
## 164520           0.00         0.0                 3.300        0.0
## 164521           0.00         0.0                 3.300        0.0
## 164522           0.00         0.0                 3.300        0.0
## 164523           4.00         0.0                 3.300        0.0
## 164524           0.00         0.0                 3.300        0.0
## 164525           0.00         0.0                 3.300        0.0
## 164526           0.00         0.0                 3.300        0.0
## 164527           0.00         0.0                 3.300        0.0
## 164528           0.00         0.0                 3.300        0.0
## 164529           0.00         0.0                 3.300        0.0
## 164530           0.00         0.0                 3.300        0.0
## 164531           0.00         0.0                 3.300        0.0
## 164532           0.00         0.0                 3.170        0.0
## 164533           0.00         0.0                 3.170        0.0
## 164534           0.00         0.0                 3.170        0.0
## 164535           0.00         0.0                 3.170        0.0
## 164536           0.00         0.0                 3.170        0.0
## 164537           0.00         0.0                 3.170        0.0
## 164538           0.00         0.0                 3.170        0.0
## 164539           0.00         0.0                 3.170        0.0
## 164540           0.00         0.0                 3.170        0.0
## 164541           0.00         0.0                 3.170        0.0
## 164542           0.00         0.0                 3.170        0.0
## 164543           0.00         0.0                 3.170        0.0
## 164544           3.00         0.0                 3.170        0.0
## 164545           0.50         0.0                 3.170        0.0
## 164546             NA         0.0                 3.170        0.0
## 164547           0.00         0.0                 3.170        0.0
## 164548           0.00         0.0                 3.170        0.0
## 164549           0.40         0.0                 3.170        0.0
## 164550           0.40         0.0                 3.170        0.0
## 164551           0.00         0.0                 0.000        0.0
## 164552           0.00         0.0                 0.000        0.0
## 164553           0.00         0.0                 0.000        0.0
## 164554           0.00         0.0                 0.000        0.0
## 164555           0.00         0.0                 0.000        0.0
## 164556           0.00         0.0                 0.000        0.0
## 164557           0.00         0.0                 0.000        0.0
## 164558           0.00         0.0                 3.170        0.0
## 164559           0.00         0.0                 0.000        0.0
## 164560           0.00         0.0                 0.000        0.0
## 164561           0.00         0.0                 3.170        0.0
## 164562           3.40         0.0                 3.170        0.0
## 164563          23.40         0.0                 3.170        0.0
## 164564          13.70         0.0                 3.170        0.0
## 164565           0.40         0.0                 3.170        0.0
## 164566           0.00         0.0                 3.170        0.0
## 164567           0.00         0.0                 3.170        0.0
## 164568           0.00         0.0                 3.170        0.0
## 164569           7.50         0.0                 3.170        0.0
## 164570           6.10         0.0                 3.170        0.0
## 164571           8.10         0.0                 3.170        0.0
## 164572           7.60         0.0                 3.170        0.0
## 164573           7.60         0.0                 3.170        0.0
## 164574           7.60         0.0                 3.170        0.0
## 164575           7.00         0.0                 3.170        0.0
## 164576           0.00         0.0                    NA        0.0
## 164577           0.00         0.0                    NA        0.0
## 164578           7.70         0.0                 3.170        0.0
## 164579           3.50         0.0                 3.170        0.0
## 164580           0.40         0.0                 3.170        0.0
## 164581           0.00         0.0                 1.170        0.0
## 164582           0.00         0.0                 1.170        0.0
## 164583           0.00         0.0                 1.170        0.0
## 164584           0.00         0.0                 1.170        0.0
## 164585           0.00         0.0                 1.170        0.0
## 164586           0.00         0.0                 1.170        0.0
## 164587           0.00         0.0                 2.170        0.0
## 164588           0.00         0.0                 2.170        0.0
## 164589           0.00         0.0                 2.170        0.0
## 164590           0.10         0.0                 0.000        0.0
## 164591           0.40         0.0                 0.000        0.0
## 164592           0.70         0.0                 0.000        0.0
## 164593           0.00         0.0                 0.000        0.0
## 164594           0.00         0.0                 0.000        0.0
## 164595           0.00         0.0                 0.000        0.0
## 164596           0.50         0.0                 0.000        0.0
## 164597           0.20         0.0                 0.000        0.0
## 164598           0.10         0.0                 0.000        0.0
## 164599           1.00         0.0                 0.000        0.0
## 164600           6.10         0.0                 0.000        0.0
## 164601           2.30         0.0                 0.000        0.0
## 164602           0.80         0.0                 0.000        0.0
## 164603           3.40         0.0                 0.000        0.0
## 164604           0.50         0.0                 0.000        0.0
## 164605           0.60         0.0                 0.000        0.0
## 164606           0.00         0.0                    NA        0.0
## 164607           0.80         0.0                    NA        0.0
## 164608             NA          NA                    NA        0.0
## 164609           0.00         0.0                    NA        0.0
## 164610           0.20         0.0                    NA        0.0
## 164611           4.20         0.0                    NA        0.0
## 164612             NA          NA                    NA        0.0
## 164613           0.00         0.0                    NA        0.0
## 164614           0.10         0.0                    NA        0.0
## 164615           4.60         0.0                    NA        0.0
## 164616          10.50         0.0                    NA        0.0
## 164617             NA          NA                    NA        0.0
## 164618           0.00         0.0                    NA        0.0
## 164619           1.10         0.0                    NA        0.0
## 164620           5.20         0.0                    NA        0.0
## 164621           4.40         0.0                    NA        0.0
## 164622          12.10         0.0                    NA        0.0
## 164623             NA          NA                    NA        0.0
## 164624           0.50         0.0                    NA        0.0
## 164625           0.00         0.0                    NA        0.0
## 164626           0.00         0.0                    NA        0.0
## 164627           0.00         0.0                    NA        0.0
## 164628           0.00         0.0                    NA        0.0
## 164629           0.00         0.0                    NA        0.0
## 164630           0.00         0.0                    NA        0.0
## 164631           1.30         0.0                    NA        0.0
## 164632           0.00         0.0                    NA        0.0
## 164633           0.20         0.0                    NA        0.0
## 164634           0.20         0.0                    NA        0.0
## 164635           0.00         0.0                 3.300        0.0
## 164636           0.00         0.0                 3.300        0.0
## 164637           0.00         0.0                 3.300        0.0
## 164638           0.00         0.0                 3.300        0.0
## 164639           3.20         0.0                 3.300        0.0
## 164640           0.00         0.0                 3.300        0.0
## 164641           0.20         0.0                 0.000        0.0
## 164642           0.00         0.0                 0.000        0.0
## 164643          22.30         0.0                 0.000        0.0
## 164644           7.16         0.0                 0.000        0.0
## 164645           1.00         0.0                 0.000        0.0
## 164646          10.50         0.0                 0.000        0.0
## 164647           5.50         0.0                 0.000        0.0
## 164648           7.30         0.0                 0.000        0.0
## 164649           5.90         0.0                 0.000        0.0
## 164650          20.20         0.0                 0.000        0.0
## 164651           9.80         0.0                 0.000        0.0
## 164652           0.50         0.0                 0.000        0.0
## 164653           0.00         0.0                 0.000        0.0
## 164654           0.60         0.0                 0.000        0.0
## 164655           0.00         0.0                 0.000        0.0
## 164656           0.00         0.0                 0.000        0.0
## 164657           0.00         0.0                 0.000        0.0
## 164658           0.00         0.0                 0.000        0.0
## 164659           0.00         0.0                 0.000        0.0
## 164660           5.60         0.0                 0.000        0.0
## 164661           0.20         0.0                 0.000        0.0
## 164662           0.00         0.0                 0.000        0.0
## 164663           0.20         0.0                 0.000        0.0
## 164664           2.90         0.0                 0.000        0.0
## 164665           6.60         0.0                 0.000        0.0
## 164666          45.80         0.0                 0.000        0.0
## 164667          49.10         0.0                 0.000        0.0
## 164668           1.00         0.0                 0.000        0.0
## 164669           0.50         0.0                 3.400        0.0
## 164670           0.00         0.0                    NA        0.0
## 164671           0.00         0.0                    NA        0.0
## 164672           0.00         0.0                    NA        0.0
## 164673           0.00         0.0                    NA        0.0
## 164674           0.00         0.0                    NA        0.0
## 164675             NA          NA                    NA        0.0
## 164676           0.00         0.0                    NA        0.0
## 164677           0.10         0.0                    NA        0.0
## 164678          13.20         0.0                    NA        0.0
## 164679             NA          NA                    NA        0.0
## 164680           0.00         0.0                    NA        0.0
## 164681           1.10         0.0                    NA        0.0
## 164682           3.30         0.0                    NA        0.0
## 164683           4.10         0.0                    NA        0.0
## 164684           0.00         0.0                    NA        0.0
## 164685           0.00         0.0                    NA        0.0
## 164686           0.00         0.0                    NA        0.0
## 164687           2.60         0.0                    NA        0.0
## 164688           2.70         0.0                    NA        0.0
## 164689           0.00         0.0                    NA        0.0
## 164690           0.00         0.0                    NA        0.0
## 164691           0.00         0.0                    NA        0.0
## 164692           0.00         0.0                    NA        0.0
## 164693           0.00         0.0                    NA        0.0
## 164694           0.00         0.0                    NA        0.0
## 164695           0.00         0.0                    NA        0.0
## 164696           0.00         0.0                    NA        0.0
## 164697           0.00         0.0                 3.104        0.0
## 164698           0.00         0.0                 3.104        0.0
## 164699           0.00         0.0                    NA        0.0
## 164700           0.00         0.0                    NA        0.0
## 164701           0.00         0.0                    NA        0.0
## 164702           0.00         0.0                    NA        0.0
## 164703           4.20         0.0                    NA        0.0
## 164704           0.10         0.0                    NA        0.0
## 164705           0.00         0.0                    NA        0.0
## 164706           1.90         0.0                    NA        0.0
## 164707           4.50         0.0                    NA        0.0
## 164708           4.60         0.0                    NA        0.0
## 164709          55.80         0.0                    NA        0.0
## 164710           5.30         0.0                    NA        0.0
## 164711          24.90         0.0                    NA        0.0
## 164712          13.00         0.0                    NA        0.0
## 164713           3.40         0.0                    NA        0.0
## 164714          28.80         0.0                    NA        0.0
## 164715             NA          NA                    NA        0.0
## 164716           0.90         0.0                 0.000        0.0
## 164717           0.30         0.0                 0.000        0.0
## 164718           0.60         0.0                 0.000        0.0
## 164719           3.00         0.0                 0.000        0.0
## 164720           0.60         0.0                 0.000        0.0
## 164721           5.30         0.0                 0.000        0.0
## 164722          13.10         0.0                 0.000        0.0
## 164723          22.30         0.0                 0.000        0.0
## 164724           0.90         0.0                 0.000        0.0
## 164725           0.30         0.0                 0.000        0.0
## 164726           0.00         0.0                 0.000        0.0
## 164727           0.40         0.0                 0.000        0.0
## 164728           0.20         0.0                 0.000        0.0
## 164729           0.00         0.0                 0.000        0.0
## 164730           0.20         0.0                 0.000        0.0
## 164731           0.90         0.0                 0.000        0.0
## 164732           0.20         0.0                 0.000        0.0
## 164733           0.30         0.0                 0.000        0.0
## 164734           1.50         0.0                 0.000        0.0
## 164735           0.30         0.0                 0.000        0.0
## 164736           0.30         0.0                 0.000        0.0
## 164737           0.10         0.0                 0.000        0.0
## 164738           0.60         0.0                 0.000        0.0
## 164739          55.30         0.0                 0.000        0.0
## 164740          93.30         0.0                 0.000        0.0
## 164741           4.40         0.0                 0.000        0.0
## 164742           0.40         0.0                 0.000        0.0
## 164743           7.90         0.0                 0.000        0.0
## 164744          32.30         0.0                 0.000        0.0
## 164745          30.40         0.0                 0.000        0.0
## 164746          31.20         0.0                 0.000        0.0
## 164747          28.00         0.0                 0.000        0.0
## 164748          26.50         0.0                 0.000        0.0
## 164749          26.50         0.0                 0.000        0.0
## 164750          27.10         0.0                 0.000        0.0
## 164751          17.90         0.0                 0.000        0.0
## 164752           6.00         0.0                 0.000        0.0
## 164753           4.10         0.0                 0.000        0.0
## 164754           0.80         0.0                 0.000        0.0
## 164755           0.40         0.0                 0.000        0.0
## 164756           8.10         0.0                 0.000        0.0
## 164757          28.20         0.0                 0.000        0.0
## 164758          28.50         0.0                 0.000        0.0
## 164759          20.80         0.0                 0.000        0.0
## 164760           0.60         0.0                 0.000        0.0
## 164761           0.30         0.0                 0.000        0.0
## 164762           0.00         0.0                 3.090        0.0
## 164763           2.00         0.0                 3.090        0.0
## 164764           0.00         0.0                 3.090        0.0
## 164765           0.00         0.0                 3.090        0.0
## 164766           0.00         0.0                 3.090        0.0
## 164767           0.00         0.0                 3.290        0.0
## 164768           0.00         0.0                 3.290        0.0
## 164769           0.00         0.0                 3.290        0.0
## 164770           0.00         0.0                 3.290        0.0
## 164771           0.00         0.0                 3.290        0.0
## 164772           0.00         0.0                 3.290        0.0
## 164773           0.00         0.0                 3.104        0.0
## 164774           0.00         0.0                 3.104        0.0
## 164775           0.00         0.0                 3.104        0.0
## 164776           0.00         0.0                 3.104        0.0
## 164777           0.00         0.0                 3.104        0.0
## 164778           0.00         0.0                 3.104        0.0
## 164779           0.00         0.0                 3.104        0.0
## 164780           0.00         0.0                 3.104        0.0
## 164781           0.00         0.0                 3.104        0.0
## 164782           2.60         0.0                 3.104        0.0
## 164783           2.90         0.0                 3.104        0.0
## 164784           0.00         0.0                 3.104        0.0
## 164785           0.00         0.0                 3.104        0.0
## 164786           1.40         0.0                 3.104        0.0
## 164787           0.50         0.0                 3.104        0.0
## 164788           0.60         0.0                 3.104        0.0
## 164789           1.20         0.0                 3.104        0.0
## 164790           1.10         0.0                 3.140        0.0
## 164791           0.20         0.0                 3.140        0.0
## 164792           0.30         0.0                 3.140        0.0
## 164793           0.00         0.0                 3.140        0.0
## 164794           2.00         0.0                 3.140        0.0
## 164795           0.70         0.0                 3.140        0.0
## 164796           0.00         0.0                 3.140        0.0
## 164797           1.00         0.0                 3.140        0.0
## 164798           1.80         0.0                 3.140        0.0
## 164799          29.00         0.0                 3.140        0.0
## 164800           0.60         0.0                 3.140        0.0
## 164801           0.20         0.0                 3.140        0.0
## 164802           0.90         0.0                 3.140        0.0
## 164803           1.30         0.0                 0.000        0.0
## 164804          25.50         0.0                 3.360        0.0
## 164805           0.40         0.0                 3.360        0.0
## 164806           0.10         0.0                 0.000        0.0
## 164807           2.00         0.0                 3.360        0.0
## 164808           3.20         0.0                 3.360        0.0
## 164809           3.90         0.0                 3.360        0.0
## 164810           2.90         0.0                 3.360        0.0
## 164811          46.90         0.0                 3.360        0.0
## 164812          14.30         0.0                 3.360        0.0
## 164813           0.80         0.0                 3.360        0.0
## 164814           0.00         0.0                 0.000        0.0
## 164815           0.00         0.0                 3.360        0.0
## 164816           0.00         0.0                 3.360        0.0
## 164817           0.00         0.0                 3.360        0.0
## 164818           5.50         0.0                 3.360        0.0
## 164819          27.00         0.0                 3.360        0.0
## 164820          22.20         0.0                 3.360        0.0
## 164821           0.40         0.0                 3.360        0.0
## 164822           0.80         0.0                 3.360        0.0
## 164823           0.60         0.0                 3.360        0.0
## 164824           0.40         0.0                 3.360        0.0
## 164825           0.00         0.0                 3.360        0.0
## 164826           0.00         0.0                 3.360        0.0
## 164827           4.00         0.0                 3.360        0.0
## 164828           0.40         0.0                 3.360        0.0
## 164829           0.20         0.0                 3.360        0.0
## 164830           0.00         0.0                 3.360        0.0
## 164831           3.70         0.0                 3.360        0.0
## 164832           4.50         0.0                 3.360        0.0
## 164833           3.40         0.0                 3.290        0.0
## 164834           0.00         0.0                 3.290        0.0
## 164835           0.00         0.0                 3.290        0.0
## 164836           0.00         0.0                 3.290        0.0
## 164837           0.00         0.0                 3.290        0.0
## 164838           0.00         0.0                 3.290        0.0
## 164839           0.50         0.0                 3.290        0.0
## 164840           0.70         0.0                 3.290        0.0
## 164841           4.10         0.0                 3.290        0.0
## 164842           0.30         0.0                 3.290        0.0
## 164843           0.50         0.0                 3.290        0.0
## 164844           0.70         0.0                 3.290        0.0
## 164845           0.30         0.0                 3.290        0.0
## 164846           0.30         0.0                 3.290        0.0
## 164847           5.80         0.0                 3.290        0.0
## 164848           5.40         0.0                 3.290        0.0
## 164849           6.90         0.0                 0.000        0.0
## 164850           7.30         0.0                 0.000        0.0
## 164851           9.30         0.0                 0.000        0.0
## 164852          25.40         0.0                 0.000        0.0
## 164853          13.40         0.0                 0.000        0.0
## 164854             NA         0.0                 0.000        0.0
## 164855           0.00         0.0                 0.000        0.0
## 164856           0.00         0.0                 0.000        0.0
## 164857           0.00         0.0                 0.000        0.0
## 164858           0.00         0.0                 0.000        0.0
## 164859           0.00         0.0                 0.000        0.0
## 164860           0.30         0.0                 0.000        0.0
## 164861           0.50         0.0                 0.000        0.0
## 164862           1.50         0.0                 0.000        0.0
## 164863           5.30         0.0                 3.170        0.0
## 164864           0.20         0.0                 3.170        0.0
## 164865           0.40         0.0                 3.400        0.0
## 164866           0.00         0.0                 3.170        0.0
## 164867           0.30         0.0                 3.170        0.0
## 164868           0.70         0.0                 3.170        0.0
## 164869           4.20         0.0                 3.170        0.0
## 164870           6.00         0.0                 3.170        0.0
## 164871          21.70         0.0                 3.170        0.0
## 164872           5.10         0.0                 3.170        0.0
## 164873           0.40         0.0                 3.170        0.0
## 164874           0.60         0.0                 3.300        0.0
## 164875           0.80         0.0                 3.300        0.0
## 164876           0.00         0.0                 3.300        0.0
## 164877           0.00         0.0                 3.300        0.0
## 164878           0.00         0.0                 3.300        0.0
## 164879           0.00         0.0                 3.300        0.0
## 164880           0.00         0.0                 3.300        0.0
## 164881           0.00         0.0                    NA        0.0
## 164882           0.00         0.0                    NA        0.0
## 164883           0.20         0.0                    NA        0.0
## 164884           4.30         0.0                    NA        0.0
## 164885           4.90         0.0                    NA        0.0
## 164886             NA          NA                    NA        0.0
## 164887           0.00         0.0                    NA        0.0
## 164888           0.00         0.0                    NA        0.0
## 164889           0.60         0.0                    NA        0.0
## 164890           5.80         0.0                    NA        0.0
## 164891          25.50         0.0                    NA        0.0
## 164892             NA          NA                    NA        0.0
## 164893           0.00         0.0                    NA        0.0
## 164894           0.00         0.0                    NA        0.0
## 164895           2.90         0.0                    NA        0.0
## 164896           0.00         0.0                    NA        0.0
## 164897           0.00         0.0                    NA        0.0
## 164898           0.00         0.0                    NA        0.0
## 164899           0.00         0.0                    NA        0.0
## 164900           0.00         0.0                    NA        0.0
## 164901           0.00         0.0                    NA        0.0
## 164902           0.00         0.0                    NA        0.0
## 164903           0.00         0.0                    NA        0.0
## 164904           0.00         0.0                    NA        0.0
## 164905           0.00         0.0                    NA        0.0
## 164906           1.30         0.0                    NA        0.0
## 164907           0.00         0.0                    NA        0.0
## 164908           0.00         0.0                    NA        0.0
## 164909           0.00         0.0                    NA        0.0
## 164910          20.20         0.0                    NA        0.0
## 164911          89.00         0.0                    NA        0.0
## 164912             NA          NA                    NA        0.0
## 164913           0.00         0.0                    NA        0.0
## 164914           0.00         0.0                    NA        0.0
## 164915           0.00         0.0                    NA        0.0
## 164916           0.00         0.0                    NA        0.0
## 164917           0.00         0.0                    NA        0.0
## 164918           0.00         0.0                    NA        0.0
## 164919          16.00         0.0                    NA        0.0
## 164920          12.30         0.0                    NA        0.0
## 164921           0.00         0.0                    NA        0.0
## 164922           0.00         0.0                    NA        0.0
## 164923           0.00         0.0                    NA        0.0
## 164924           0.00         0.0                    NA        0.0
## 164925           0.00         0.0                    NA        0.0
## 164926           1.00         0.0                    NA        0.0
## 164927           3.90         0.0                    NA        0.0
## 164928           0.00         0.0                    NA        0.0
## 164929           3.70         0.0                    NA        0.0
## 164930             NA          NA                    NA        0.0
## 164931           0.00         0.0                    NA        0.0
## 164932           0.00         0.0                    NA        0.0
## 164933          10.70         0.0                    NA        0.0
## 164934             NA          NA                    NA        0.0
## 164935           0.00         0.0                    NA        0.0
## 164936          11.30         0.0                    NA        0.0
## 164937             NA          NA                    NA        0.0
## 164938           0.90         0.0                    NA        0.0
## 164939           0.50         0.0                    NA        0.0
## 164940           1.60         0.0                 0.000        0.0
## 164941           0.10         0.0                 0.000        0.0
## 164942           0.00         0.0                 0.000        0.0
## 164943           4.00         0.0                 0.000        0.0
## 164944           0.70         0.0                 0.000        0.0
## 164945           0.50         0.0                 0.000        0.0
## 164946           1.40         0.0                 0.000        0.0
## 164947           3.40         0.0                 0.000        0.0
## 164948           5.80         0.0                 0.000        0.0
## 164949           2.10         0.0                 0.000        0.0
## 164950           4.50         0.0                 0.000        0.0
## 164951          84.60         0.0                 0.000        0.0
## 164952          76.10         0.0                 0.000        0.0
## 164953           1.30         0.0                 0.000        0.0
## 164954           0.40         0.0                 0.000        0.0
## 164955           0.40         0.0                 0.000        0.0
## 164956          22.10         0.0                 0.000        0.0
## 164957          44.50         0.0                 0.000        0.0
## 164958           0.00         0.0                 0.000        0.0
## 164959           0.00         0.0                 0.000        0.0
## 164960          20.00         0.0                 0.000        0.0
## 164961          28.90         0.0                 0.000        0.0
## 164962           3.70         0.0                 0.000        0.0
## 164963           0.00         0.0                 0.000        0.0
## 164964           0.60         0.0                 0.000        0.0
## 164965           0.60         0.0                 0.000        0.0
## 164966           0.20         0.0                 0.000        0.0
## 164967          10.40         0.0                 0.000        0.0
## 164968           0.20         0.0                 0.000        0.0
## 164969           0.10         0.0                 0.000        0.0
## 164970           5.70         0.0                 0.000        0.0
## 164971           0.40         0.0                 0.000        0.0
## 164972           0.30         0.0                 0.000        0.0
## 164973           9.20         0.0                 0.000        0.0
## 164974           4.60         0.0                 0.000        0.0
## 164975           4.90         0.0                 0.000        0.0
## 164976           4.30         0.0                 0.000        0.0
## 164977           4.10         0.0                 0.000        0.0
## 164978           0.00         0.0                 0.000        0.0
## 164979           0.00         0.0                 0.000        0.0
## 164980           0.00         0.0                 0.000        0.0
## 164981           0.00         0.0                 0.000        0.0
## 164982           0.00         0.0                 0.000        0.0
## 164983           0.00         0.0                 0.000        0.0
## 164984           0.00         0.0                 0.000        0.0
## 164985           0.00         0.0                 0.000        0.0
## 164986           0.00         0.0                 0.000        0.0
## 164987           0.00         0.0                 0.000        0.0
## 164988           0.00         0.0                 0.000        0.0
## 164989           2.80         0.0                 0.000        0.0
## 164990           5.10         0.0                 0.000        0.0
## 164991          20.80         0.0                 0.000        0.0
## 164992          23.90         0.0                 0.000        0.0
## 164993          13.10         0.0                 0.000        0.0
## 164994           4.20         0.0                 0.000        0.0
## 164995           0.10         0.0                 0.000        0.0
## 164996           0.80         0.0                 0.000        0.0
## 164997           4.60         0.0                 0.000        0.0
## 164998           0.40         0.0                 0.000        0.0
## 164999           5.40         0.0                    NA        0.0
## 165000           4.70         0.0                    NA        0.0
## 165001           5.00         0.0                    NA        0.0
## 165002           4.50         0.0                    NA        0.0
## 165003           4.00         0.0                    NA        0.0
## 165004           3.60         0.0                    NA        0.0
## 165005           3.90         0.0                    NA        0.0
## 165006           4.00         0.0                    NA        0.0
## 165007           4.60         0.0                    NA        0.0
## 165008           7.20         0.0                    NA        0.0
## 165009          20.20         0.0                    NA        0.0
## 165010           8.80         0.0                    NA        0.0
## 165011             NA          NA                    NA        0.0
## 165012           0.00         0.0                    NA        0.0
## 165013           1.50         0.0                    NA        0.0
## 165014           0.00         0.0                    NA        0.0
## 165015           0.70         0.0                 0.000        0.0
## 165016           0.00         0.0                 0.000        0.0
## 165017           0.00         0.0                 0.000        0.0
## 165018           0.00         0.0                 0.000        0.0
## 165019           0.00         0.0                 3.140        0.0
## 165020           3.10         0.0                 3.140        0.0
## 165021           1.20         0.0                 3.140        0.0
## 165022           0.00         0.0                 0.000        0.0
## 165023           0.10         0.0                 0.000        0.0
## 165024           1.60         0.0                 3.140        0.0
## 165025           5.10         0.0                 3.140        0.0
## 165026           5.30         0.0                 3.140        0.0
## 165027           4.40         0.0                 3.140        0.0
## 165028          19.40         0.0                 3.140        0.0
## 165029         114.60         0.0                 3.140        0.0
## 165030           8.80         0.0                 0.000        0.0
## 165031           0.30         0.0                 0.000        0.0
## 165032           0.00         0.0                 0.000        0.0
## 165033           0.00         0.0                 0.000        0.0
## 165034           0.00         0.0                 0.000        0.0
## 165035          12.80         0.0                 0.000        0.0
## 165036          11.80         0.0                 0.000        0.0
## 165037           0.00         0.0                 0.000        0.0
## 165038           0.00         0.0                 0.000        0.0
## 165039           0.00         0.0                 0.000        0.0
## 165040           0.00         0.0                 0.000        0.0
## 165041           1.50         0.0                 0.000        0.0
## 165042           0.10         0.0                 0.000        0.0
## 165043          14.76         0.0                 3.300        0.0
## 165044           3.70         0.0                 3.300        0.0
## 165045           0.50         0.0                 3.300        0.0
## 165046           0.00         0.0                 3.300        0.0
## 165047           0.00         0.0                 3.300        0.0
## 165048           0.00         0.0                 3.300        0.0
## 165049           0.00         0.0                 3.300        0.0
## 165050           0.00         0.0                 3.470        0.0
## 165051           0.00         0.0                 3.470        0.0
## 165052           0.00         0.0                 3.470        0.0
## 165053           0.00         0.0                 3.470        0.0
## 165054           1.30         0.0                 3.470        0.0
## 165055           0.00         0.0                 3.470        0.0
## 165056           0.00         0.0                 0.000        0.0
## 165057           0.00         0.0                 0.000        0.0
## 165058           5.00         0.0                 0.000        0.0
## 165059          90.10         0.0                 0.000        0.0
## 165060          25.10         0.0                 0.000        0.0
## 165061           0.20         0.0                 3.470        0.0
## 165062           0.00         0.0                 3.470        0.0
## 165063           0.00         0.0                 3.104        0.0
## 165064           0.00         0.0                 3.104        0.0
## 165065           0.00         0.0                 3.104        0.0
## 165066           0.00         0.0                 3.104        0.0
## 165067           0.00         0.0                 3.104        0.0
## 165068           0.00         0.0                 3.104        0.0
## 165069           2.00         0.0                 3.104        0.0
## 165070           0.00         0.0                 3.104        0.0
## 165071           0.00         0.0                 3.104        0.0
## 165072           0.00         0.0                 3.104        0.0
## 165073           0.00         0.0                 3.104        0.0
## 165074           0.00         0.0                 3.104        0.0
## 165075           0.00         0.0                 3.104        0.0
## 165076           0.00         0.0                 3.090        0.0
## 165077           0.00         0.0                 3.090        0.0
## 165078           0.00         0.0                 3.090        0.0
## 165079           0.00         0.0                 3.090        0.0
## 165080           0.00         0.0                 3.090        0.0
## 165081           0.00         0.0                 3.090        0.0
## 165082           0.00         0.0                 3.090        0.0
## 165083           0.00         0.0                 3.090        0.0
## 165084           0.00         0.0                 3.090        0.0
## 165085           0.00         0.0                 3.090        0.0
## 165086           0.00         0.0                 3.090        0.0
## 165087           0.00         0.0                 3.090        0.0
## 165088           0.00         0.0                 3.090        0.0
## 165089           0.00         0.0                 3.090        0.0
## 165090           0.00         0.0                 3.090        0.0
## 165091           0.00         0.0                 3.090        0.0
## 165092           0.00         0.0                 3.090        0.0
## 165093           0.00         0.0                 3.090        0.0
## 165094           0.00         0.0                 3.090        0.0
## 165095           0.00         0.0                 3.090        0.0
## 165096           0.00         0.0                 3.090        0.0
## 165097           0.00         0.0                 3.090        0.0
## 165098           0.00         0.0                 3.090        0.0
## 165099           0.00         0.0                 3.090        0.0
## 165100           0.00         0.0                 3.090        0.0
## 165101           0.00         0.0                 3.090        0.0
## 165102           0.00         0.0                 3.090        0.0
## 165103           2.70         0.0                 3.090        0.0
## 165104          11.90         0.0                 3.090        0.0
## 165105           4.10         0.0                 3.090        0.0
## 165106           0.00         0.0                 3.090        0.0
## 165107           0.00         0.0                 3.090        0.0
## 165108           0.00         0.0                 3.090        0.0
## 165109           0.00         0.0                 3.090        0.0
## 165110           0.00         0.0                 3.090        0.0
## 165111           0.00         0.0                 3.090        0.0
## 165112           0.00         0.0                 3.090        0.0
## 165113           0.40         0.0                 3.090        0.0
## 165114           1.80         0.0                 3.090        0.0
## 165115           3.80         0.0                 3.090        0.0
## 165116           0.50         0.0                 3.090        0.0
## 165117          10.70         0.0                 3.090        0.0
## 165118          10.50         0.0                 3.090        0.0
## 165119           6.90         0.0                 3.090        0.0
## 165120           0.40         0.0                 3.090        0.0
## 165121           0.00         0.0                 3.090        0.0
## 165122           0.00         0.0                 3.090        0.0
## 165123           0.00         0.0                 3.090        0.0
## 165124           0.00         0.0                 3.090        0.0
## 165125           0.00         0.0                 3.090        0.0
## 165126          21.00         0.0                    NA        0.0
## 165127           8.00         0.0                    NA        0.0
## 165128           0.00         0.0                    NA        0.0
## 165129           0.00         0.0                    NA        0.0
## 165130           0.00         0.0                    NA        0.0
## 165131           0.00         0.0                    NA        0.0
## 165132           0.00         0.0                    NA        0.0
## 165133           1.10         0.0                    NA        0.0
## 165134           0.20         0.0                    NA        0.0
## 165135           4.90         0.0                    NA        0.0
##        lsfoconsae lsfoconsboiler lsfoconsigs lsfoconssulfurcontent
## 164349        0.0            0.0         0.0                 0.000
## 164350        0.0            0.0         0.0                 0.000
## 164351        0.0            0.0         0.0                 0.000
## 164352        0.0            0.0         0.0                 0.000
## 164353        0.0            0.0         0.0                 0.000
## 164354        0.0            0.0         0.0                 0.000
## 164355        0.0            0.0         0.0                 0.000
## 164356        0.0            0.0         0.0                 0.000
## 164357        0.0            0.0         0.0                 0.000
## 164358        0.0            0.0         0.0                 0.000
## 164359        0.0            0.0         0.0                 0.000
## 164360        0.0            0.0         0.0                 0.000
## 164361        0.0            0.0         0.0                 0.000
## 164362        0.0            0.0         0.0                 0.000
## 164363        0.0            0.0         0.0                 0.000
## 164364        0.0            0.0         0.0                 0.000
## 164365        0.0            0.0         0.0                 0.000
## 164366        0.0            0.0         0.0                 0.000
## 164367        0.0            0.0         0.0                 0.000
## 164368        0.0            0.0         0.0                 0.000
## 164369        0.0            0.0         0.0                 0.000
## 164370        0.0            0.0         0.0                 0.000
## 164371        0.0            0.0         0.0                 0.000
## 164372        0.0            0.0         0.0                 0.000
## 164373        0.0            0.0         0.0                 0.000
## 164374        0.0            0.0         0.0                 0.000
## 164375        0.0            0.0         0.0                 0.000
## 164376        0.0            0.0         0.0                 0.000
## 164377        0.0            0.0         0.0                 0.000
## 164378        0.0            0.0         0.0                 0.000
## 164379        0.0            0.0         0.0                 0.000
## 164380        0.0            0.0         0.0                 0.000
## 164381        0.0            0.0         0.0                 0.000
## 164382        0.0            0.0         0.0                 0.000
## 164383        0.0            0.0         0.0                 0.000
## 164384        0.0            0.0         0.0                 0.000
## 164385        0.0            0.0         0.0                 0.000
## 164386        0.0            0.0         0.0                 0.000
## 164387        0.0            0.0         0.0                 0.000
## 164388        0.0            0.0         0.0                 0.000
## 164389        0.0            0.0         0.0                 0.000
## 164390        0.0            0.0         0.0                 0.000
## 164391        0.0            0.0         0.0                 0.000
## 164392        0.0            0.0         0.0                 0.000
## 164393        0.0            0.0         0.0                 0.000
## 164394        0.0            0.0         0.0                 0.000
## 164395        0.0            0.0         0.0                 0.000
## 164396        0.0            0.0         0.0                 0.000
## 164397        0.0            0.0         0.0                 0.000
## 164398        0.0            0.0         0.0                 0.000
## 164399        0.0            0.0         0.0                 0.000
## 164400        0.0            0.0         0.0                 0.000
## 164401        0.0            0.0         0.0                 0.000
## 164402        0.0            0.0         0.0                    NA
## 164403        0.0            0.0         0.0                    NA
## 164404        0.0            0.0         0.0                    NA
## 164405        0.0            0.0         0.0                    NA
## 164406        0.0            0.0         0.0                    NA
## 164407        0.0            0.0         0.0                    NA
## 164408        0.0            0.0         0.0                    NA
## 164409        0.0            0.0         0.0                    NA
## 164410        0.0            0.0         0.0                    NA
## 164411        0.0            0.0         0.0                    NA
## 164412        0.0            0.0         0.0                    NA
## 164413        0.0            0.0         0.0                    NA
## 164414        0.0            0.0         0.0                    NA
## 164415        0.0            0.0         0.0                    NA
## 164416        0.0            0.0         0.0                    NA
## 164417        0.0            0.0         0.0                 0.000
## 164418        0.0            0.0         0.0                 0.000
## 164419        0.0            0.0         0.0                 0.000
## 164420        0.0            0.0         0.0                 0.000
## 164421        0.0            0.0         0.0                 0.000
## 164422        0.0            0.0         0.0                 0.000
## 164423        0.0            0.0         0.0                 0.000
## 164424        0.0            0.0         0.0                 0.000
## 164425        0.0            0.0         0.0                    NA
## 164426        0.0            0.0         0.0                 0.000
## 164427        0.0            0.0         0.0                    NA
## 164428        0.0            0.0         0.0                 0.000
## 164429        0.0            0.0         0.0                 0.000
## 164430        0.0            0.0         0.0                 0.000
## 164431        0.0            0.0         0.0                 0.000
## 164432        0.0            0.0         0.0                 0.000
## 164433        0.0            0.0         0.0                 0.000
## 164434        0.0            0.0         0.0                 0.000
## 164435        0.0            0.0         0.0                 0.000
## 164436        0.0            0.0         0.0                 0.000
## 164437        0.0            0.0         0.0                 0.000
## 164438        0.0            0.0         0.0                 0.000
## 164439        0.0            0.0         0.0                 0.000
## 164440        0.0            0.0         0.0                 0.000
## 164441        0.0            0.0         0.0                 0.000
## 164442        0.0            0.0         0.0                 0.000
## 164443        0.0            0.0         0.0                 0.000
## 164444        0.0            0.0         0.0                 0.000
## 164445        0.0            0.0         0.0                 0.000
## 164446        0.0            0.0         0.0                 0.000
## 164447        0.0            0.0         0.0                 0.000
## 164448        0.0            0.0         0.0                 0.000
## 164449        0.0            0.0         0.0                 0.000
## 164450        0.0            0.0         0.0                 0.000
## 164451        0.0            0.0         0.0                 0.000
## 164452        0.0            0.0         0.0                 0.000
## 164453        0.0            0.0         0.0                    NA
## 164454        0.0            0.0         0.0                 0.000
## 164455        0.0            0.0         0.0                 0.000
## 164456        0.0            0.0         0.0                 0.000
## 164457        0.0            0.0         0.0                    NA
## 164458         NA             NA          NA                    NA
## 164459        0.0            0.0         0.0                    NA
## 164460        0.0            0.0         0.0                    NA
## 164461        0.0            0.0         0.0                    NA
## 164462        0.0            0.0         0.0                    NA
## 164463        0.0            0.0         0.0                    NA
## 164464        0.0            0.0         0.0                    NA
## 164465        0.0            0.0         0.0                    NA
## 164466        0.0            0.0         0.0                    NA
## 164467        0.0            0.0         0.0                 0.000
## 164468        0.0            0.0         0.0                 0.000
## 164469        0.0            0.0         0.0                 0.000
## 164470        0.0            0.0         0.0                 0.000
## 164471        0.0            0.0         0.0                 0.000
## 164472        0.0            0.0         0.0                 0.000
## 164473        0.0            0.0         0.0                    NA
## 164474        0.0            0.0         0.0                    NA
## 164475        0.0            0.0         0.0                    NA
## 164476        0.0            0.0         0.0                    NA
## 164477        0.0            0.0         0.0                    NA
## 164478        0.0            0.0         0.0                    NA
## 164479        0.0            0.0         0.0                    NA
## 164480        0.0            0.0         0.0                    NA
## 164481        0.0            0.0         0.0                    NA
## 164482        0.0            0.0         0.0                    NA
## 164483        0.0            0.0         0.0                    NA
## 164484         NA             NA          NA                    NA
## 164485        0.0            0.0         0.0                 0.000
## 164486        0.0            0.0         0.0                 0.000
## 164487        0.0            0.0         0.0                 0.000
## 164488        0.0            0.0         0.0                 0.000
## 164489        0.0            0.0         0.0                 0.000
## 164490        0.0            0.0         0.0                 0.000
## 164491        0.0            0.0         0.0                 0.000
## 164492        0.0            0.0         0.0                 0.000
## 164493        0.0            0.0         0.0                 0.000
## 164494        0.0            0.0         0.0                 0.000
## 164495        0.0            0.0         0.0                 0.000
## 164496        0.0            0.0         0.0                 0.000
## 164497        0.0            0.0         0.0                 0.000
## 164498        0.0            0.0         0.0                 0.000
## 164499        0.0            0.0         0.0                 0.000
## 164500        0.0            0.0         0.0                 0.000
## 164501        0.0            0.0         0.0                 0.000
## 164502        0.0            0.0         0.0                 0.000
## 164503        0.0            0.0         0.0                 0.000
## 164504        0.0            0.0         0.0                 0.000
## 164505        0.0            0.0         0.0                 0.000
## 164506        0.0            0.0         0.0                 0.000
## 164507        0.0            0.0         0.0                 0.000
## 164508        0.0            0.0         0.0                 0.000
## 164509        0.0            0.0         0.0                 0.000
## 164510        0.0            0.0         0.0                 0.000
## 164511        0.0            0.0         0.0                 0.000
## 164512        0.0            0.0         0.0                 0.000
## 164513        0.0            0.0         0.0                 0.000
## 164514        0.0            0.0         0.0                    NA
## 164515        0.0            0.0         0.0                    NA
## 164516        0.0            0.0         0.0                    NA
## 164517        0.0            0.0         0.0                    NA
## 164518        0.0            0.0         0.0                    NA
## 164519        0.0            0.0         0.0                    NA
## 164520        0.0            0.0         0.0                 0.000
## 164521        0.0            0.0         0.0                 0.000
## 164522        0.0            0.0         0.0                 0.000
## 164523        0.0            0.0         0.0                 0.000
## 164524        0.0            0.0         0.0                 0.000
## 164525        0.0            0.0         0.0                 0.000
## 164526        0.0            0.0         0.0                 0.000
## 164527        0.0            0.0         0.0                 0.000
## 164528        0.0            0.0         0.0                 0.000
## 164529        0.0            0.0         0.0                 0.000
## 164530        0.0            0.0         0.0                 0.000
## 164531        0.0            0.0         0.0                 0.000
## 164532        0.0            0.0         0.0                 0.000
## 164533        0.0            0.0         0.0                 0.000
## 164534        0.0            0.0         0.0                 0.000
## 164535        0.0            0.0         0.0                 0.000
## 164536        0.0            0.0         0.0                 0.000
## 164537        0.0            0.0         0.0                 0.000
## 164538        0.0            0.0         0.0                 0.000
## 164539        0.0            0.0         0.0                 0.000
## 164540        0.0            0.0         0.0                 0.000
## 164541        0.0            0.0         0.0                 0.000
## 164542        0.0            0.0         0.0                 0.000
## 164543        0.0            0.0         0.0                 0.000
## 164544        0.0            0.0         0.0                 0.000
## 164545        0.0            0.0         0.0                 0.000
## 164546        0.0            0.0         0.0                 0.000
## 164547        0.0            0.0         0.0                 0.000
## 164548        0.0            0.0         0.0                 0.000
## 164549        0.0            0.0         0.0                 0.000
## 164550        0.0            0.0         0.0                 0.000
## 164551        0.0            0.0         0.0                 0.000
## 164552        0.0            0.0         0.0                 0.000
## 164553        0.0            0.0         0.0                 0.000
## 164554        0.0            0.0         0.0                 0.000
## 164555        0.0            0.0         0.0                 0.000
## 164556        0.0            0.0         0.0                 0.000
## 164557        0.0            0.0         0.0                 0.000
## 164558        0.0            0.0         0.0                 0.000
## 164559        0.0            0.0         0.0                 0.000
## 164560        0.0            0.0         0.0                 0.000
## 164561        0.0            0.0         0.0                 0.000
## 164562        0.0            0.0         0.0                 0.000
## 164563        0.0            0.0         0.0                 0.000
## 164564        0.0            0.0         0.0                 0.000
## 164565        0.0            0.0         0.0                 0.000
## 164566        0.0            0.0         0.0                 0.000
## 164567        0.0            0.0         0.0                 0.000
## 164568        0.0            0.0         0.0                 0.000
## 164569        0.0            0.0         0.0                 0.000
## 164570        0.0            0.0         0.0                 0.000
## 164571        0.0            0.0         0.0                 0.000
## 164572        0.0            0.0         0.0                 0.000
## 164573        0.0            0.0         0.0                 0.000
## 164574        0.0            0.0         0.0                 0.000
## 164575        0.0            0.0         0.0                 0.000
## 164576        0.0            0.0         0.0                    NA
## 164577        0.0            0.0         0.0                    NA
## 164578        0.0            0.0         0.0                 0.000
## 164579        0.0            0.0         0.0                 0.000
## 164580        0.0            0.0         0.0                 0.000
## 164581        0.0            0.0         0.0                 0.000
## 164582        0.0            0.0         0.0                 0.000
## 164583        0.0            0.0         0.0                 0.000
## 164584        0.0            0.0         0.0                 0.000
## 164585        0.0            0.0         0.0                 0.000
## 164586        0.0            0.0         0.0                 0.000
## 164587        0.0            0.0         0.0                 0.000
## 164588        0.0            0.0         0.0                 0.000
## 164589        0.0            0.0         0.0                 0.000
## 164590        0.0            0.0         0.0                 0.000
## 164591        0.0            0.0         0.0                 0.000
## 164592        0.0            0.0         0.0                 0.000
## 164593        0.0            0.0         0.0                 0.000
## 164594        0.0            0.0         0.0                 0.000
## 164595        0.0            0.0         0.0                 0.000
## 164596        0.0            0.0         0.0                 0.000
## 164597        0.0            0.0         0.0                 0.000
## 164598        0.0            0.0         0.0                 0.000
## 164599        0.0            0.0         0.0                 0.000
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## 164604        0.0            0.0         0.0                 0.000
## 164605        0.0            0.0         0.0                 0.000
## 164606        0.0            0.0         0.0                    NA
## 164607        0.0            0.0         0.0                    NA
## 164608         NA             NA          NA                    NA
## 164609        0.0            0.0         0.0                    NA
## 164610        0.0            0.0         0.0                    NA
## 164611        0.0            0.0         0.0                    NA
## 164612         NA             NA          NA                    NA
## 164613        0.0            0.0         0.0                    NA
## 164614        0.0            0.0         0.0                    NA
## 164615        0.0            0.0         0.0                    NA
## 164616        0.0            0.0         0.0                    NA
## 164617         NA             NA          NA                    NA
## 164618        0.0            0.0         0.0                    NA
## 164619        0.0            0.0         0.0                    NA
## 164620        0.0            0.0         0.0                    NA
## 164621        0.0            0.0         0.0                    NA
## 164622        0.0            0.0         0.0                    NA
## 164623         NA             NA          NA                    NA
## 164624        0.0            0.0         0.0                    NA
## 164625        0.0            0.0         0.0                    NA
## 164626        0.0            0.0         0.0                    NA
## 164627        0.0            0.0         0.0                    NA
## 164628        0.0            0.0         0.0                    NA
## 164629        0.0            0.0         0.0                    NA
## 164630        0.0            0.0         0.0                    NA
## 164631        0.0            0.0         0.0                    NA
## 164632        0.0            0.0         0.0                    NA
## 164633        0.0            0.0         0.0                    NA
## 164634        0.0            0.0         0.0                    NA
## 164635        0.0            0.0         0.0                 0.000
## 164636        0.0            0.0         0.0                 0.000
## 164637        0.0            0.0         0.0                 0.000
## 164638        0.0            0.0         0.0                 0.000
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## 164650        0.0            0.0         0.0                 0.000
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## 164652        0.0            0.0         0.0                 0.000
## 164653        0.0            0.0         0.0                 0.000
## 164654        0.0            0.0         0.0                 0.000
## 164655        0.0            0.0         0.0                 0.000
## 164656        0.0            0.0         0.0                 0.000
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## 164661        0.0            0.0         0.0                 0.000
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## 164664        0.0            0.0         0.0                 0.000
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## 164667        0.0            0.0         0.0                 0.000
## 164668        0.0            0.0         0.0                 0.000
## 164669        0.0            0.0         0.0                 0.000
## 164670        0.0            0.0         0.0                    NA
## 164671        0.0            0.0         0.0                    NA
## 164672        0.0            0.0         0.0                    NA
## 164673        0.0            0.0         0.0                    NA
## 164674        0.0            0.0         0.0                    NA
## 164675         NA             NA          NA                    NA
## 164676        0.0            0.0         0.0                    NA
## 164677        0.0            0.0         0.0                    NA
## 164678        0.0            0.0         0.0                    NA
## 164679         NA             NA          NA                    NA
## 164680        0.0            0.0         0.0                    NA
## 164681        0.0            0.0         0.0                    NA
## 164682        0.0            0.0         0.0                    NA
## 164683        0.0            0.0         0.0                    NA
## 164684        0.0            0.0         0.0                    NA
## 164685        0.0            0.0         0.0                    NA
## 164686        0.0            0.0         0.0                    NA
## 164687        0.0            0.0         0.0                    NA
## 164688        0.0            0.0         0.0                    NA
## 164689        0.0            0.0         0.0                    NA
## 164690        0.0            0.0         0.0                    NA
## 164691        0.0            0.0         0.0                    NA
## 164692        0.0            0.0         0.0                    NA
## 164693        0.0            0.0         0.0                    NA
## 164694        0.0            0.0         0.0                    NA
## 164695        0.0            0.0         0.0                    NA
## 164696        0.0            0.0         0.0                    NA
## 164697        0.0            0.0         0.0                 0.000
## 164698        0.0            0.0         0.0                 0.000
## 164699        0.0            0.0         0.0                    NA
## 164700        0.0            0.0         0.0                    NA
## 164701        0.0            0.0         0.0                    NA
## 164702        0.0            0.0         0.0                    NA
## 164703        0.0            0.0         0.0                    NA
## 164704        0.0            0.0         0.0                    NA
## 164705        0.0            0.0         0.0                    NA
## 164706        0.0            0.0         0.0                    NA
## 164707        0.0            0.0         0.0                    NA
## 164708        0.0            0.0         0.0                    NA
## 164709        0.0            0.0         0.0                    NA
## 164710        0.0            0.0         0.0                    NA
## 164711        0.0            0.0         0.0                    NA
## 164712        0.0            0.0         0.0                    NA
## 164713        0.0            0.0         0.0                    NA
## 164714        0.0            0.0         0.0                    NA
## 164715         NA             NA          NA                    NA
## 164716        0.0            0.0         0.0                 0.000
## 164717        0.0            0.0         0.0                 0.000
## 164718        0.0            0.0         0.0                 0.000
## 164719        0.0            0.0         0.0                 0.000
## 164720        0.0            0.0         0.0                 0.000
## 164721        0.0            0.0         0.0                 0.000
## 164722        0.0            0.0         0.0                 0.000
## 164723        0.0            0.0         0.0                 0.000
## 164724        0.0            0.0         0.0                 0.000
## 164725        0.0            0.0         0.0                 0.000
## 164726        0.0            0.0         0.0                 0.000
## 164727        0.0            0.0         0.0                 0.000
## 164728        0.0            0.0         0.0                 0.000
## 164729        0.0            0.0         0.0                 0.000
## 164730        0.0            0.0         0.0                 0.000
## 164731        0.0            0.0         0.0                 0.000
## 164732        0.0            0.0         0.0                 0.000
## 164733        0.0            0.0         0.0                 0.000
## 164734        0.0            0.0         0.0                 0.000
## 164735        0.0            0.0         0.0                 0.000
## 164736        0.0            0.0         0.0                 0.000
## 164737        0.0            0.0         0.0                 0.000
## 164738        0.0            0.0         0.0                 0.000
## 164739        0.0            0.0         0.0                 0.000
## 164740        0.0            0.0         0.0                 0.000
## 164741        0.0            0.0         0.0                 0.000
## 164742        0.0            0.0         0.0                 0.000
## 164743        0.0            0.0         0.0                 0.000
## 164744        0.0            0.0         0.0                 0.000
## 164745        0.0            0.0         0.0                 0.000
## 164746        0.0            0.0         0.0                 0.000
## 164747        0.0            0.0         0.0                 0.000
## 164748        0.0            0.0         0.0                 0.000
## 164749        0.0            0.0         0.0                 0.000
## 164750        0.0            0.0         0.0                 0.000
## 164751        0.0            0.0         0.0                 0.000
## 164752        0.0            0.0         0.0                 0.000
## 164753        0.0            0.0         0.0                 0.000
## 164754        0.0            0.0         0.0                 0.000
## 164755        0.0            0.0         0.0                 0.000
## 164756        0.0            0.0         0.0                 0.000
## 164757        0.0            0.0         0.0                 0.000
## 164758        0.0            0.0         0.0                 0.000
## 164759        0.0            0.0         0.0                 0.000
## 164760        0.0            0.0         0.0                 0.000
## 164761        0.0            0.0         0.0                 0.000
## 164762        0.0            0.0         0.0                 0.000
## 164763        0.0            0.0         0.0                 0.000
## 164764        0.0            0.0         0.0                 0.000
## 164765        0.0            0.0         0.0                 0.000
## 164766        0.0            0.0         0.0                 0.000
## 164767        0.0            0.0         0.0                 0.000
## 164768        0.0            0.0         0.0                 0.000
## 164769        0.0            0.0         0.0                 0.000
## 164770        0.0            0.0         0.0                 0.000
## 164771        0.0            0.0         0.0                 0.000
## 164772        0.0            0.0         0.0                 0.000
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## 164785        0.0            0.0         0.0                 0.000
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## 164787        0.0            0.0         0.0                 0.000
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## 164791        0.0            0.0         0.0                 0.000
## 164792        0.0            0.0         0.0                 0.000
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## 164795        0.0            0.0         0.0                 0.000
## 164796        0.0            0.0         0.0                 0.000
## 164797        0.0            0.0         0.0                 0.000
## 164798        0.0            0.0         0.0                 0.000
## 164799        0.0            0.0         0.0                 0.000
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## 164805        0.0            0.0         0.0                 0.000
## 164806        0.0            0.0         0.0                 0.000
## 164807        0.0            0.0         0.0                 0.000
## 164808        0.0            0.0         0.0                 0.000
## 164809        0.0            0.0         0.0                 0.000
## 164810        0.0            0.0         0.0                 0.000
## 164811        0.0            0.0         0.0                 0.000
## 164812        0.0            0.0         0.0                 0.000
## 164813        0.0            0.0         0.0                 0.000
## 164814        0.0            0.0         0.0                 0.000
## 164815        0.0            0.0         0.0                 0.000
## 164816        0.0            0.0         0.0                 0.000
## 164817        0.0            0.0         0.0                 0.000
## 164818        0.0            0.0         0.0                 0.000
## 164819        0.0            0.0         0.0                 0.000
## 164820        0.0            0.0         0.0                 0.000
## 164821        0.0            0.0         0.0                 0.000
## 164822        0.0            0.0         0.0                 0.000
## 164823        0.0            0.0         0.0                 0.000
## 164824        0.0            0.0         0.0                 0.000
## 164825        0.0            0.0         0.0                 0.000
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## 164827        0.0            0.0         0.0                 0.000
## 164828        0.0            0.0         0.0                 0.000
## 164829        0.0            0.0         0.0                 0.000
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## 164849        0.0            0.0         0.0                 0.000
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## 164862        0.0            0.0         0.0                 0.000
## 164863        0.0            0.0         0.0                 0.000
## 164864        0.0            0.0         0.0                 0.000
## 164865        0.0            0.0         0.0                 0.000
## 164866        0.0            0.0         0.0                 0.000
## 164867        0.0            0.0         0.0                 0.000
## 164868        0.0            0.0         0.0                 0.000
## 164869        0.0            0.0         0.0                 0.000
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## 164871        0.0            0.0         0.0                 0.000
## 164872        0.0            0.0         0.0                 0.000
## 164873        0.0            0.0         0.0                 0.000
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## 164879        0.0            0.0         0.0                 0.000
## 164880        0.0            0.0         0.0                 0.000
## 164881        0.0            0.0         0.0                    NA
## 164882        0.0            0.0         0.0                    NA
## 164883        0.0            0.0         0.0                    NA
## 164884        0.0            0.0         0.0                    NA
## 164885        0.0            0.0         0.0                    NA
## 164886         NA             NA          NA                    NA
## 164887        0.0            0.0         0.0                    NA
## 164888        0.0            0.0         0.0                    NA
## 164889        0.0            0.0         0.0                    NA
## 164890        0.0            0.0         0.0                    NA
## 164891        0.0            0.0         0.0                    NA
## 164892         NA             NA          NA                    NA
## 164893        0.0            0.0         0.0                    NA
## 164894        0.0            0.0         0.0                    NA
## 164895        0.0            0.0         0.0                    NA
## 164896        0.0            0.0         0.0                    NA
## 164897        0.0            0.0         0.0                    NA
## 164898        0.0            0.0         0.0                    NA
## 164899        0.0            0.0         0.0                    NA
## 164900        0.0            0.0         0.0                    NA
## 164901        0.0            0.0         0.0                    NA
## 164902        0.0            0.0         0.0                    NA
## 164903        0.0            0.0         0.0                    NA
## 164904        0.0            0.0         0.0                    NA
## 164905        0.0            0.0         0.0                    NA
## 164906        0.0            0.0         0.0                    NA
## 164907        0.0            0.0         0.0                    NA
## 164908        0.0            0.0         0.0                    NA
## 164909        0.0            0.0         0.0                    NA
## 164910        0.0            0.0         0.0                    NA
## 164911        0.0            0.0         0.0                    NA
## 164912         NA             NA          NA                    NA
## 164913        0.0            0.0         0.0                    NA
## 164914        0.0            0.0         0.0                    NA
## 164915        0.0            0.0         0.0                    NA
## 164916        0.0            0.0         0.0                    NA
## 164917        0.0            0.0         0.0                    NA
## 164918        0.0            0.0         0.0                    NA
## 164919        0.0            0.0         0.0                    NA
## 164920        0.0            0.0         0.0                    NA
## 164921        0.0            0.0         0.0                    NA
## 164922        0.0            0.0         0.0                    NA
## 164923        0.0            0.0         0.0                    NA
## 164924        0.0            0.0         0.0                    NA
## 164925        0.0            0.0         0.0                    NA
## 164926        0.0            0.0         0.0                    NA
## 164927        0.0            0.0         0.0                    NA
## 164928        0.0            0.0         0.0                    NA
## 164929        0.0            0.0         0.0                    NA
## 164930         NA             NA          NA                    NA
## 164931        0.0            0.0         0.0                    NA
## 164932        0.0            0.0         0.0                    NA
## 164933        0.0            0.0         0.0                    NA
## 164934         NA             NA          NA                    NA
## 164935        0.0            0.0         0.0                    NA
## 164936        0.0            0.0         0.0                    NA
## 164937         NA             NA          NA                    NA
## 164938        0.0            0.0         0.0                    NA
## 164939        0.0            0.0         0.0                    NA
## 164940        0.0            0.0         0.0                 0.000
## 164941        0.0            0.0         0.0                 0.000
## 164942        0.0            0.0         0.0                 0.000
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## 164977        0.0            0.0         0.0                 0.000
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## 164979        0.0            0.0         0.0                 0.000
## 164980        0.0            0.0         0.0                 0.000
## 164981        0.0            0.0         0.0                 0.000
## 164982        0.0            0.0         0.0                 0.000
## 164983        0.0            0.0         0.0                 0.000
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## 164986        0.0            0.0         0.0                 0.000
## 164987        0.0            0.0         0.0                 0.000
## 164988        0.0            0.0         0.0                 0.000
## 164989        0.0            0.0         0.0                 0.000
## 164990        0.0            0.0         0.0                 0.000
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## 164992        0.0            0.0         0.0                 0.000
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## 164996        0.0            0.0         0.0                 0.000
## 164997        0.0            0.0         0.0                 0.000
## 164998        0.0            0.0         0.0                 0.000
## 164999        0.0            0.0         0.0                    NA
## 165000        0.0            0.0         0.0                    NA
## 165001        0.0            0.0         0.0                    NA
## 165002        0.0            0.0         0.0                    NA
## 165003        0.0            0.0         0.0                    NA
## 165004        0.0            0.0         0.0                    NA
## 165005        0.0            0.0         0.0                    NA
## 165006        0.0            0.0         0.0                    NA
## 165007        0.0            0.0         0.0                    NA
## 165008        0.0            0.0         0.0                    NA
## 165009        0.0            0.0         0.0                    NA
## 165010        0.0            0.0         0.0                    NA
## 165011         NA             NA          NA                    NA
## 165012        0.0            0.0         0.0                    NA
## 165013        0.0            0.0         0.0                    NA
## 165014        0.0            0.0         0.0                    NA
## 165015        0.0            0.0         0.0                 0.000
## 165016        0.0            0.0         0.0                 0.000
## 165017        0.0            0.0         0.0                 0.000
## 165018        0.0            0.0         0.0                 0.000
## 165019        0.0            0.0         0.0                 0.000
## 165020        0.0            0.0         0.0                 0.000
## 165021        0.0            0.0         0.0                 0.000
## 165022        0.0            0.0         0.0                 0.000
## 165023        0.0            0.0         0.0                 0.000
## 165024        0.0            0.0         0.0                 0.000
## 165025        0.0            0.0         0.0                 0.000
## 165026        0.0            0.0         0.0                 0.000
## 165027        0.0            0.0         0.0                 0.000
## 165028        0.0            0.0         0.0                 0.000
## 165029        0.0            0.0         0.0                 0.000
## 165030        0.0            0.0         0.0                 0.000
## 165031        0.0            0.0         0.0                 0.000
## 165032        0.0            0.0         0.0                 0.000
## 165033        0.0            0.0         0.0                 0.000
## 165034        0.0            0.0         0.0                 0.000
## 165035        0.0            0.0         0.0                 0.000
## 165036        0.0            0.0         0.0                 0.000
## 165037        0.0            0.0         0.0                 0.000
## 165038        0.0            0.0         0.0                 0.000
## 165039        0.0            0.0         0.0                 0.000
## 165040        0.0            0.0         0.0                 0.000
## 165041        0.0            0.0         0.0                 0.000
## 165042        0.0            0.0         0.0                 0.000
## 165043        0.0            0.0         0.0                 0.000
## 165044        0.0            0.0         0.0                 0.000
## 165045        0.0            0.0         0.0                 0.000
## 165046        0.0            0.0         0.0                 0.000
## 165047        0.0            0.0         0.0                 0.000
## 165048        0.0            0.0         0.0                 0.000
## 165049        0.0            0.0         0.0                 0.000
## 165050        0.0            0.0         0.0                 0.000
## 165051        0.0            0.0         0.0                 0.000
## 165052        0.0            0.0         0.0                 0.000
## 165053        0.0            0.0         0.0                 0.000
## 165054        0.0            0.0         0.0                 0.000
## 165055        0.0            0.0         0.0                 0.000
## 165056        0.0            0.0         0.0                 0.000
## 165057        0.0            0.0         0.0                 0.000
## 165058        0.0            0.0         0.0                 0.000
## 165059        0.0            0.0         0.0                 0.000
## 165060        0.0            0.0         0.0                 0.000
## 165061        0.0            0.0         0.0                 0.000
## 165062        0.0            0.0         0.0                 0.000
## 165063        0.0            0.0         0.0                 0.000
## 165064        0.0            0.0         0.0                 0.000
## 165065        0.0            0.0         0.0                 0.000
## 165066        0.0            0.0         0.0                 0.000
## 165067        0.0            0.0         0.0                 0.000
## 165068        0.0            0.0         0.0                 0.000
## 165069        0.0            0.0         0.0                 0.000
## 165070        0.0            0.0         0.0                 0.000
## 165071        0.0            0.0         0.0                 0.000
## 165072        0.0            0.0         0.0                 0.000
## 165073        0.0            0.0         0.0                 0.000
## 165074        0.0            0.0         0.0                 0.000
## 165075        0.0            0.0         0.0                 0.000
## 165076        0.0            0.0         0.0                 0.000
## 165077        0.0            0.0         0.0                 0.000
## 165078        0.0            0.0         0.0                 0.000
## 165079        0.0            0.0         0.0                 0.000
## 165080        0.0            0.0         0.0                 0.000
## 165081        0.0            0.0         0.0                 0.000
## 165082        0.0            0.0         0.0                 0.000
## 165083        0.0            0.0         0.0                 0.000
## 165084        0.0            0.0         0.0                 0.000
## 165085        0.0            0.0         0.0                 0.000
## 165086        0.0            0.0         0.0                 0.000
## 165087        0.0            0.0         0.0                 0.000
## 165088        0.0            0.0         0.0                 0.000
## 165089        0.0            0.0         0.0                 0.000
## 165090        0.0            0.0         0.0                 0.000
## 165091        0.0            0.0         0.0                 0.000
## 165092        0.0            0.0         0.0                 0.000
## 165093        0.0            0.0         0.0                 0.000
## 165094        0.0            0.0         0.0                 0.000
## 165095        0.0            0.0         0.0                 0.000
## 165096        0.0            0.0         0.0                 0.000
## 165097        0.0            0.0         0.0                 0.000
## 165098        0.0            0.0         0.0                 0.000
## 165099        0.0            0.0         0.0                 0.000
## 165100        0.0            0.0         0.0                 0.000
## 165101        0.0            0.0         0.0                 0.000
## 165102        0.0            0.0         0.0                 0.000
## 165103        0.0            0.0         0.0                 0.000
## 165104        0.0            0.0         0.0                 0.000
## 165105        0.0            0.0         0.0                 0.000
## 165106        0.0            0.0         0.0                 0.000
## 165107        0.0            0.0         0.0                 0.000
## 165108        0.0            0.0         0.0                 0.000
## 165109        0.0            0.0         0.0                 0.000
## 165110        0.0            0.0         0.0                 0.000
## 165111        0.0            0.0         0.0                 0.000
## 165112        0.0            0.0         0.0                 0.000
## 165113        0.0            0.0         0.0                 0.000
## 165114        0.0            0.0         0.0                 0.000
## 165115        0.0            0.0         0.0                 0.000
## 165116        0.0            0.0         0.0                 0.000
## 165117        0.0            0.0         0.0                 0.000
## 165118        0.0            0.0         0.0                 0.000
## 165119        0.0            0.0         0.0                 0.000
## 165120        0.0            0.0         0.0                 0.000
## 165121        0.0            0.0         0.0                 0.000
## 165122        0.0            0.0         0.0                 0.000
## 165123        0.0            0.0         0.0                 0.000
## 165124        0.0            0.0         0.0                 0.000
## 165125        0.0            0.0         0.0                 0.000
## 165126        0.0            0.0         0.0                    NA
## 165127        0.0            0.0         0.0                    NA
## 165128        0.0            0.0         0.0                    NA
## 165129        0.0            0.0         0.0                    NA
## 165130        0.0            0.0         0.0                    NA
## 165131        0.0            0.0         0.0                    NA
## 165132        0.0            0.0         0.0                    NA
## 165133        0.0            0.0         0.0                    NA
## 165134        0.0            0.0         0.0                    NA
## 165135        0.0            0.0         0.0                    NA
##        mdoconsme mdoconsae mdoconsincinerator mdoconsboiler mdoconsigg
## 164349       0.0       0.0                0.0           0.0        0.0
## 164350       0.0       0.0                0.0           0.0        0.0
## 164351       0.0       0.0                0.0           0.0        0.0
## 164352       0.0       0.0                0.0           0.0        0.0
## 164353       0.0       0.0                0.0           0.0        0.0
## 164354       0.0       0.0                0.0           0.0        0.0
## 164355       0.0       0.0                0.0           0.0        0.0
## 164356       0.0       0.0                0.0           0.0        0.0
## 164357       0.0       0.0                0.0           0.0        0.0
## 164358       0.0       0.0                0.0           0.0        0.0
## 164359       0.0       0.0                0.0           0.0        0.0
## 164360       0.0       0.0                0.0           0.0        0.0
## 164361       0.0       0.0                0.0           0.0        0.0
## 164362       0.0       0.0                0.0           0.0        0.0
## 164363       0.0       0.0                0.0           0.0        0.0
## 164364       0.0       0.0                0.0           0.0        0.0
## 164365       0.0       0.0                0.0           0.0        0.0
## 164366       0.0       0.0                0.0           0.0        0.0
## 164367       0.0       0.0                0.0           0.0        0.0
## 164368       0.0       0.0                0.0           0.0        0.0
## 164369       0.0       0.0                0.0           0.0        0.0
## 164370       0.0       0.0                0.0           0.0        0.0
## 164371       0.0       0.0                0.0           0.0        0.0
## 164372       0.0       0.0                0.0           0.0        0.0
## 164373       0.0       0.0                0.0           0.0        0.0
## 164374       0.0       0.0                0.0           0.0        0.0
## 164375       0.0       0.0                0.0           0.0        0.0
## 164376       0.0       0.0                0.0           0.0        0.0
## 164377       0.0       0.0                0.0           0.0        0.0
## 164378       0.0       0.0                0.0           0.0        0.0
## 164379       0.0       0.0                0.0           0.0        0.0
## 164380       0.0       0.0                0.0           0.0        0.0
## 164381       0.0       0.0                0.0           0.0        0.0
## 164382       0.0       0.0                0.0           0.0        0.0
## 164383       0.0       0.0                0.0           0.0        0.0
## 164384       0.0       0.0                0.0           0.0        0.0
## 164385       0.0       0.0                0.0           0.0        0.0
## 164386       0.0       0.0                0.0           0.0        0.0
## 164387       0.0       0.0                0.0           0.0        0.0
## 164388       0.0       0.0                0.0           0.0        0.0
## 164389       0.0       0.0                0.0           0.0        0.0
## 164390       0.0       0.0                0.0           0.0        0.0
## 164391       0.0       0.0                0.0           0.0        0.0
## 164392       0.0       0.0                0.0           0.0        0.0
## 164393       0.0       0.0                0.0           0.0        0.0
## 164394       0.0       0.0                0.0           0.0        0.0
## 164395       0.0       0.0                0.0           0.0        0.0
## 164396       0.0       0.0                0.0           0.0        0.0
## 164397       0.0       0.0                0.0           0.0        0.0
## 164398       0.0       0.0                0.0           0.0        0.0
## 164399       0.0       0.0                0.0           0.0        0.0
## 164400       0.0       0.0                0.0           0.0        0.0
## 164401       0.0       0.0                0.0           0.0        0.0
## 164402       0.0       0.0                0.0           0.0        0.0
## 164403       0.0       0.0                0.0           0.0        0.0
## 164404       0.0       0.0                0.0           0.0        0.0
## 164405       0.0       0.0                0.0           0.0        0.0
## 164406       0.0       0.0                0.0           0.0        0.0
## 164407       0.0       0.0                0.0           0.0        0.0
## 164408       0.5       0.0                0.0           0.0        0.0
## 164409       0.5       0.0                0.0           0.0        0.0
## 164410       1.6       0.0                0.0           0.0        0.0
## 164411       0.0       0.0                0.0           0.0        0.0
## 164412       0.0       0.0                0.0           0.0        0.0
## 164413       0.0       0.0                0.0           0.0        0.0
## 164414       0.0       0.0                0.0           0.0        0.0
## 164415       0.0       0.0                0.0           0.0        0.0
## 164416       0.0       0.0                0.0           0.0        0.0
## 164417       0.0       0.0                0.0           0.0        0.0
## 164418       0.0       0.0                0.0           0.0        0.0
## 164419       0.0       0.0                0.0           0.0        0.0
## 164420       0.0       0.0                0.0           0.0        0.0
## 164421       0.0       0.0                0.0           0.0        0.0
## 164422       0.0       0.0                0.0           0.0        0.0
## 164423       0.0       0.0                0.0           0.0        0.0
## 164424       0.0       0.0                0.0           0.0        0.0
## 164425       0.0       0.0                0.0           0.0        0.0
## 164426       0.0       0.0                0.0           0.0        0.0
## 164427       0.0       0.0                0.0           0.0        0.0
## 164428       0.0       0.0                0.0           0.0        0.0
## 164429       0.0       0.0                0.0           0.0        0.0
## 164430       0.0       0.0                0.0           0.0        0.0
## 164431       0.0       0.0                0.0           0.0        0.0
## 164432       0.0       0.0                0.0           0.0        0.0
## 164433       0.0       0.0                0.0           0.0        0.0
## 164434       0.0       0.0                0.0           0.0        0.0
## 164435       0.0       0.0                0.0           0.0        0.0
## 164436       0.0       0.0                0.0           0.0        0.0
## 164437       0.0       0.0                0.0           0.0        0.0
## 164438       0.0       0.0                0.0           0.0        0.0
## 164439       0.0       0.0                0.0           0.0        0.0
## 164440       0.0       0.0                0.0           0.0        0.0
## 164441       0.0       0.0                0.0           0.0        0.0
## 164442       0.0       0.0                0.0           0.0        0.0
## 164443       0.0       0.0                0.0           0.0        0.0
## 164444       0.0       0.0                0.0           0.0        0.0
## 164445       0.0       0.0                0.0           0.0        0.0
## 164446       0.0       0.0                0.0           0.0        0.0
## 164447       0.0       0.0                0.0           0.0        0.0
## 164448       0.0       0.0                0.0           0.0        0.0
## 164449       0.0       0.0                0.0           0.0        0.0
## 164450       0.0       0.0                0.0           0.0        0.0
## 164451       0.0       0.0                0.0           0.0        0.0
## 164452       0.0       0.0                0.0           0.0        0.0
## 164453       0.0       0.0                0.0           0.0        0.0
## 164454       0.0       0.0                0.0           0.0        0.0
## 164455       0.0       0.0                0.0           0.0        0.0
## 164456       0.0       0.0                0.0           0.0        0.0
## 164457       0.0       0.0                0.0           0.0        0.0
## 164458       0.0        NA                 NA            NA         NA
## 164459       0.0       0.0                0.0           0.0        0.0
## 164460       0.0       0.0                0.0           0.0        0.0
## 164461       0.0       0.0                0.0           0.0        0.0
## 164462       0.0       0.0                0.0           0.0        0.0
## 164463       0.0       0.0                0.0           0.0        0.0
## 164464       0.0       0.0                0.0           0.0        0.0
## 164465       0.0       0.0                0.0           0.0        0.0
## 164466       0.0       0.0                0.0           0.0        0.0
## 164467       0.0       0.0                0.0           0.0        0.0
## 164468       0.0       0.0                0.0           0.0        0.0
## 164469       0.0       0.0                0.0           0.0        0.0
## 164470       0.0       0.0                0.0           0.0        0.0
## 164471       0.0       0.0                0.0           0.0        0.0
## 164472       0.0       0.0                0.0           0.0        0.0
## 164473       0.0       0.0                0.0           0.0        0.0
## 164474       0.0       0.0                0.0           0.0        0.0
## 164475       0.0       0.0                0.0           0.0        0.0
## 164476       0.0       0.0                0.0           0.0        0.0
## 164477       0.0       0.0                0.0           0.0        0.0
## 164478       0.0       0.0                0.0           0.0        0.0
## 164479       0.0       0.0                0.0           0.0        0.0
## 164480       0.0       0.0                0.0           0.0        0.0
## 164481       0.0       0.0                0.0           0.0        0.0
## 164482       0.0       0.0                0.0           0.0        0.0
## 164483       0.0       0.0                0.0           0.0        0.0
## 164484       0.0        NA                 NA            NA         NA
## 164485       0.0       0.0                0.0           0.0        0.0
## 164486       0.0       0.0                0.0           0.0        0.0
## 164487       0.0       0.0                0.0           0.0        0.0
## 164488       0.0       0.0                0.0           0.0        0.0
## 164489       0.0       0.0                0.0           0.0        0.0
## 164490       0.0       0.0                0.0           0.0        0.0
## 164491       0.0       0.0                0.0           0.0        0.0
## 164492       0.0       0.0                0.0           0.0        0.0
## 164493       0.0       0.0                0.0           0.0        0.0
## 164494       0.0       0.0                0.0           0.0        0.0
## 164495       0.0       0.0                0.0           0.0        0.0
## 164496       0.0       0.0                0.0           0.0        0.0
## 164497       0.0       0.0                0.0           0.0        0.0
## 164498       0.0       0.0                0.0           0.0        0.0
## 164499       0.0       0.0                0.0           0.0        0.0
## 164500       0.0       0.0                0.0           0.0        0.0
## 164501       0.0       0.0                0.0           0.0        0.0
## 164502       0.0       0.0                0.0           0.0        0.0
## 164503       0.0       0.0                0.0           0.0        0.0
## 164504       0.0       0.0                0.0           0.0        0.0
## 164505       0.0       0.0                0.0           0.0        0.0
## 164506       0.0       0.0                0.0           0.0        0.0
## 164507       0.0       0.0                0.0           0.0        0.0
## 164508       0.0       0.0                0.0           0.0        0.0
## 164509       0.0       0.0                0.0           0.0        0.0
## 164510       0.0       0.0                0.0           0.0        0.0
## 164511       0.0       0.0                0.0           0.0        0.0
## 164512       0.0       0.0                0.0           0.0        0.0
## 164513       0.0       0.0                0.0           0.0        0.0
## 164514       0.0       0.0                0.0           0.0        0.0
## 164515       0.0       0.0                0.0           0.0        0.0
## 164516       0.0       0.0                0.0           0.0        0.0
## 164517       2.0       0.0                0.0           0.0        0.0
## 164518       0.0       0.0                0.0           0.0        0.0
## 164519       0.0       0.0                0.0           0.0        0.0
## 164520       0.0       0.0                0.0           0.0        0.0
## 164521       0.0       0.0                0.0           0.0        0.0
## 164522       0.0       0.0                0.0           0.0        0.0
## 164523       0.0       0.0                0.0           0.0        0.0
## 164524       0.0       0.0                0.0           0.0        0.0
## 164525       0.0       0.0                0.0           0.0        0.0
## 164526       0.0       0.0                0.0           0.0        0.0
## 164527       0.0       0.0                0.0           0.0        0.0
## 164528       0.0       0.0                0.0           0.0        0.0
## 164529       0.0       0.0                0.0           0.0        0.0
## 164530       0.0       0.0                0.0           0.0        0.0
## 164531       0.0       0.0                0.0           0.0        0.0
## 164532       0.0       0.0                0.0           0.0        0.0
## 164533       0.0       0.0                0.0           0.0        0.0
## 164534       0.0       0.0                0.0           0.0        0.0
## 164535       0.0       0.0                0.0           0.0        0.0
## 164536       0.0       0.0                0.0           0.0        0.0
## 164537       0.0       0.0                0.0           0.0        0.0
## 164538       0.0       0.0                0.0           0.0        0.0
## 164539       0.0       0.0                0.0           0.0        0.0
## 164540       0.0       0.0                0.0           0.0        0.0
## 164541       0.0       0.0                0.0           0.0        0.0
## 164542       0.0       0.0                0.0           0.0        0.0
## 164543       0.0       0.0                0.0           0.0        0.0
## 164544       0.0       0.0                0.0           0.0        0.0
## 164545       0.0       0.0                0.0           0.0        0.0
## 164546       0.0       0.0                0.0           0.0        0.0
## 164547       0.0       0.0                0.0           0.0        0.0
## 164548       0.0       0.0                0.0           0.0        0.0
## 164549       0.0       0.0                0.0           0.0        0.0
## 164550       0.0       0.0                0.0           0.0        0.0
## 164551       0.0       0.0                0.0           0.0        0.0
## 164552       0.0       0.0                0.0           0.0        0.0
## 164553       0.0       0.0                0.0           0.0        0.0
## 164554       0.0       0.0                0.0           0.0        0.0
## 164555       0.0       0.0                0.0           0.0        0.0
## 164556       0.0       0.0                0.0           0.0        0.0
## 164557       0.0       0.0                0.0           0.0        0.0
## 164558       0.0       0.0                0.0           0.0        0.0
## 164559       0.0       0.0                0.0           0.0        0.0
## 164560       0.0       0.0                0.0           0.0        0.0
## 164561       0.0       0.0                0.0           0.0        0.0
## 164562       0.0       0.0                0.0           0.0        0.0
## 164563       0.0       0.0                0.0           0.0        0.0
## 164564       0.0       0.0                0.0           0.0        0.0
## 164565       0.0       0.0                0.0           0.0        0.0
## 164566       0.0       0.0                0.0           0.0        0.0
## 164567       0.0       0.0                0.0           0.0        0.0
## 164568       0.0       0.0                0.0           0.0        0.0
## 164569       0.0       0.0                0.0           0.0        0.0
## 164570       0.0       0.0                0.0           0.0        0.0
## 164571       0.0       0.0                0.0           0.0        0.0
## 164572       0.0       0.0                0.0           0.0        0.0
## 164573       0.0       0.0                0.0           0.0        0.0
## 164574       0.0       0.0                0.0           0.0        0.0
## 164575       0.0       0.0                0.0           0.0        0.0
## 164576       0.0       0.0                0.0           0.0        0.0
## 164577       0.0       0.0                0.0           0.0        0.0
## 164578       0.0       0.0                0.0           0.0        0.0
## 164579       0.0       0.0                0.0           0.0        0.0
## 164580       0.0       0.0                0.0           0.0        0.0
## 164581       0.0       0.0                0.0           0.0        0.0
## 164582       0.0       0.0                0.0           0.0        0.0
## 164583       0.0       0.0                0.0           0.0        0.0
## 164584       0.0       0.0                0.0           0.0        0.0
## 164585       0.0       0.0                0.0           0.0        0.0
## 164586       0.0       0.0                0.0           0.0        0.0
## 164587       0.0       0.0                0.0           0.0        0.0
## 164588       0.0       0.0                0.0           0.0        0.0
## 164589       0.0       0.0                0.0           0.0        0.0
## 164590       0.0       0.0                0.0           0.0        0.0
## 164591       0.0       0.0                0.0           0.0        0.0
## 164592       0.0       0.0                0.0           0.0        0.0
## 164593       0.0       0.0                0.0           0.0        0.0
## 164594       0.0       0.0                0.0           0.0        0.0
## 164595       0.0       0.0                0.0           0.0        0.0
## 164596       0.0       0.0                0.0           0.0        0.0
## 164597       0.0       0.0                0.0           0.0        0.0
## 164598       0.0       0.0                0.0           0.0        0.0
## 164599       0.0       0.0                0.0           0.0        0.0
## 164600       0.0       0.0                0.0           0.0        0.0
## 164601       0.0       0.0                0.0           0.0        0.0
## 164602       0.0       0.0                0.0           0.0        0.0
## 164603       0.0       0.0                0.0           0.0        0.0
## 164604       0.0       0.0                0.0           0.0        0.0
## 164605       0.0       0.0                0.0           0.0        0.0
## 164606       0.0       0.0                0.0           0.0        0.0
## 164607       0.0       0.0                0.0           0.0        0.0
## 164608       0.0        NA                 NA            NA         NA
## 164609       0.0       0.0                0.0           0.0        0.0
## 164610       0.0       0.0                0.0           0.0        0.0
## 164611       0.0       0.0                0.0           0.0        0.0
## 164612       0.0        NA                 NA            NA         NA
## 164613       0.0       0.0                0.0           0.0        0.0
## 164614       0.0       0.0                0.0           0.0        0.0
## 164615       0.0       0.0                0.0           0.0        0.0
## 164616       0.0       0.0                0.0           0.0        0.0
## 164617       0.0        NA                 NA            NA         NA
## 164618       0.0       0.0                0.0           0.0        0.0
## 164619       0.0       0.0                0.0           0.0        0.0
## 164620       0.0       0.0                0.0           0.0        0.0
## 164621       0.0       0.0                0.0           0.0        0.0
## 164622       0.0       0.0                0.0           0.0        0.0
## 164623       0.0        NA                 NA            NA         NA
## 164624       0.0       0.0                0.0           0.0        0.0
## 164625       0.0       0.0                0.0           0.0        0.0
## 164626       0.0       0.0                0.0           0.0        0.0
## 164627       0.0       0.0                0.0           0.0        0.0
## 164628       0.0       0.0                0.0           0.0        0.0
## 164629       0.0       0.0                0.0           0.0        0.0
## 164630       0.0       0.0                0.0           0.0        0.0
## 164631       0.0       0.0                0.0           0.0        0.0
## 164632       0.0       0.0                0.0           0.0        0.0
## 164633       0.0       0.0                0.0           0.0        0.0
## 164634       0.0       0.0                0.0           0.0        0.0
## 164635       0.0       0.0                0.0           0.0        0.0
## 164636       0.0       0.0                0.0           0.0        0.0
## 164637       0.0       0.0                0.0           0.0        0.0
## 164638       0.0       0.0                0.0           0.0        0.0
## 164639       0.0       0.0                0.0           0.0        0.0
## 164640       0.0       0.0                0.0           0.0        0.0
## 164641       0.0       0.0                0.0           0.0        0.0
## 164642       0.0       0.0                0.0           0.0        0.0
## 164643       0.0       0.0                0.0           0.0        0.0
## 164644       0.0       0.0                0.0           0.0        0.0
## 164645       0.0       0.0                0.0           0.0        0.0
## 164646       0.0       0.0                0.0           0.0        0.0
## 164647       0.0       0.0                0.0           0.0        0.0
## 164648       0.0       0.0                0.0           0.0        0.0
## 164649       0.0       0.0                0.0           0.0        0.0
## 164650       0.0       0.0                0.0           0.0        0.0
## 164651       0.0       0.0                0.0           0.0        0.0
## 164652       0.0       0.0                0.0           0.0        0.0
## 164653       0.0       0.0                0.0           0.0        0.0
## 164654       0.0       0.0                0.0           0.0        0.0
## 164655       0.0       0.0                0.0           0.0        0.0
## 164656       0.0       0.0                0.0           0.0        0.0
## 164657       0.0       0.0                0.0           0.0        0.0
## 164658       0.0       0.0                0.0           0.0        0.0
## 164659       0.0       0.0                0.0           0.0        0.0
## 164660       0.0       0.0                0.0           0.0        0.0
## 164661       0.0       0.0                0.0           0.0        0.0
## 164662       0.0       0.0                0.0           0.0        0.0
## 164663       0.0       0.0                0.0           0.0        0.0
## 164664       0.0       0.0                0.0           0.0        0.0
## 164665       0.0       0.0                0.0           0.0        0.0
## 164666       0.0       0.0                0.0           0.0        0.0
## 164667       0.0       0.0                0.0           0.0        0.0
## 164668       0.0       0.0                0.0           0.0        0.0
## 164669       0.0       0.0                0.0           0.0        0.0
## 164670       0.0       0.0                0.0           0.0        0.0
## 164671       0.0       0.0                0.0           0.0        0.0
## 164672       0.0       0.0                0.0           0.0        0.0
## 164673       0.0       0.0                0.0           0.0        0.0
## 164674       0.0       0.0                0.0           0.0        0.0
## 164675       0.0        NA                 NA            NA         NA
## 164676       0.0       0.0                0.0           0.0        0.0
## 164677       0.0       0.0                0.0           0.0        0.0
## 164678       0.0       0.0                0.0           0.0        0.0
## 164679       0.0        NA                 NA            NA         NA
## 164680       0.0       0.0                0.0           0.0        0.0
## 164681       0.0       0.0                0.0           1.0        0.0
## 164682       0.0       0.0                0.0           1.1        0.8
## 164683       0.0       0.0                0.0           0.0        1.0
## 164684       0.0       0.0                0.0           0.0        0.5
## 164685       0.0       0.0                0.0           0.0        0.5
## 164686       0.0       0.0                0.0           0.0        0.3
## 164687       0.0       0.0                0.0           0.0        0.3
## 164688       0.0       0.0                0.0           0.0        0.2
## 164689       0.0       0.0                0.0           0.0        0.3
## 164690       0.0       0.0                0.0           0.0        0.2
## 164691       0.0       0.0                0.0           0.0        0.2
## 164692       0.0       0.0                0.0           0.0        0.2
## 164693       0.0       0.0                0.0           0.0        0.2
## 164694       0.0       0.0                0.0           0.0        0.2
## 164695       0.0       0.0                0.0           0.0        0.2
## 164696       0.0       0.0                0.0           0.0        0.2
## 164697       0.0       0.0                0.0           0.0        0.0
## 164698       0.0       0.0                0.0           0.0        0.0
## 164699       0.0       0.0                0.1           0.0        0.0
## 164700       0.0       0.0                0.0           0.0        0.0
## 164701       5.0       0.0                0.0           2.3        0.0
## 164702      66.2       0.0                0.0          10.1        0.0
## 164703      12.2       4.1                0.0           0.0        0.0
## 164704       0.0       0.0                0.0           0.0        0.0
## 164705       0.0       0.0                0.0           0.0        0.0
## 164706       0.0       0.0                0.0           0.0        0.0
## 164707       0.0       0.0                0.0           0.0        0.0
## 164708       0.0       0.0                0.0           0.0        0.0
## 164709       0.0       0.0                0.0           0.0        0.0
## 164710       0.0       0.0                0.0           0.0        0.0
## 164711       0.0       0.0                0.0           0.0        0.0
## 164712       0.0       0.0                0.0           0.0        0.0
## 164713       0.0       0.0                0.0           0.0        0.0
## 164714       0.0       0.0                0.0           0.0        0.0
## 164715       0.0        NA                 NA            NA         NA
## 164716       0.0       0.0                0.0           0.0        0.0
## 164717       0.0       0.0                0.0           0.0        0.0
## 164718       0.0       0.0                0.0           0.0        0.0
## 164719       0.0       0.0                0.0           0.0        0.0
## 164720       0.0       0.0                0.0           0.0        0.0
## 164721       0.0       0.0                0.0           0.0        0.0
## 164722       0.0       0.0                0.0           0.0        0.0
## 164723       0.0       0.0                0.0           0.0        0.0
## 164724       0.0       0.0                0.0           0.0        0.0
## 164725       0.0       0.0                0.0           0.0        0.0
## 164726       0.0       0.0                0.0           0.0        0.0
## 164727       0.0       0.0                0.0           0.0        0.0
## 164728       0.0       0.0                0.0           0.0        0.0
## 164729       0.0       0.0                0.0           0.0        0.0
## 164730       0.0       0.0                0.0           0.0        0.0
## 164731       0.0       0.0                0.0           0.0        0.0
## 164732       0.0       0.0                 NA           0.0        0.0
## 164733       0.0       0.0                0.0           0.0        0.0
## 164734       0.0       0.0                0.0           0.0        0.0
## 164735       0.0       0.0                0.0           0.0        0.0
## 164736       0.0       0.0                0.0           0.0        0.0
## 164737       0.0       0.0                0.0           0.0        0.0
## 164738       0.0       0.0                0.0           0.0        0.0
## 164739       0.0       0.0                0.0           0.0        0.0
## 164740       0.0       0.0                0.0           0.0        0.0
## 164741       0.0       0.0                0.0           0.0        0.0
## 164742       0.0       0.0                0.0           0.0        0.0
## 164743       0.0       0.0                0.0           0.0        0.0
## 164744       0.0       0.0                0.0           0.0        0.0
## 164745       0.0       0.0                0.0           0.0        0.0
## 164746       0.0       0.0                0.0           0.0        0.0
## 164747       0.0       0.0                0.0           0.0        0.0
## 164748       0.0       0.0                0.0           0.0        0.0
## 164749       0.0       0.0                0.0           0.0        0.0
## 164750       0.0       0.0                0.0           0.0        0.0
## 164751       0.0       0.0                0.0           0.0        0.0
## 164752       0.0       0.0                0.0           0.0        0.0
## 164753       0.0       0.0                0.0           0.0        0.0
## 164754       0.0       0.0                0.0           0.0        0.0
## 164755       0.0       0.0                0.0           0.0        0.0
## 164756       0.0       0.0                0.0           0.0        0.0
## 164757       0.0       0.0                0.0           0.0        0.0
## 164758       0.0       0.0                0.0           0.0        0.0
## 164759       0.0       0.0                0.0           0.0        0.0
## 164760       0.0       0.0                0.0           0.0        0.0
## 164761       0.0       0.0                0.0           0.0        0.0
## 164762       0.0       0.0                0.0           0.0        0.0
## 164763       0.0       0.0                0.0           0.0        0.0
## 164764       0.0       0.0                0.0           0.0        0.0
## 164765       0.0       0.0                0.0           0.0        0.0
## 164766       0.0       0.0                0.0           0.0        0.0
## 164767       0.0       0.0                0.0           0.0        0.0
## 164768       0.0       0.0                0.0           0.0        0.0
## 164769       0.0       0.0                0.0           0.0        0.0
## 164770       0.0       0.0                0.0           0.0        0.0
## 164771       0.0       0.0                0.0           0.0        0.0
## 164772       0.0       0.0                0.0           0.0        0.0
## 164773       0.0       0.0                0.0           0.0        0.0
## 164774       0.0       0.0                0.0           0.0        0.0
## 164775       0.0       0.0                0.0           0.0        0.0
## 164776       0.0       0.0                0.0           0.0        0.0
## 164777       0.0       0.0                0.0           0.0        0.0
## 164778       0.0       0.0                0.0           0.0        0.0
## 164779       0.0       0.0                0.0           0.0        0.0
## 164780       0.0       0.0                0.0           0.0        0.0
## 164781       0.0       0.0                0.0           0.0        0.0
## 164782       0.0       0.0                0.0           0.0        0.0
## 164783       0.0       0.0                0.0           0.0        0.0
## 164784       0.0       0.0                0.0           0.0        0.0
## 164785       0.0       0.0                0.0           0.0        0.0
## 164786       0.0       0.0                0.0           0.0        0.0
## 164787       0.0       0.0                0.0           0.0        0.0
## 164788       0.0       0.0                0.0           0.0        0.0
## 164789       0.0       0.0                0.0           0.0        0.0
## 164790       0.0       0.0                0.0           0.0        0.0
## 164791       0.0       0.0                0.0           0.0        0.0
## 164792       0.0       0.0                0.0           0.0        0.0
## 164793       0.0       0.0                0.0           0.0        0.0
## 164794       0.0       0.0                0.0           0.0        0.0
## 164795       0.0       0.0                0.0           0.0        0.0
## 164796       0.0       0.0                0.0           0.0        0.0
## 164797       0.0       0.0                0.0           0.0        0.0
## 164798       0.0       0.0                0.0           0.0        0.0
## 164799       0.0       0.0                0.0           0.0        0.0
## 164800       0.0       0.0                0.0           0.0        0.0
## 164801       0.0       0.0                0.0           0.0        0.0
## 164802       0.0       0.0                0.0           0.0        0.0
## 164803       0.0       0.0                0.0           0.0        0.0
## 164804       0.0       0.0                0.0           0.0        0.0
## 164805       0.0       0.0                0.0           0.0        0.0
## 164806       0.0       0.0                0.0           0.0        0.0
## 164807       0.0       0.0                0.0           0.0        0.0
## 164808       0.0       0.0                0.0           0.0        0.0
## 164809       0.0       0.0                0.0           0.0        0.0
## 164810       0.0       0.0                0.0           0.0        0.0
## 164811       0.0       0.0                0.0           0.0        0.0
## 164812       0.0       0.0                0.0           0.0        0.0
## 164813       0.0       0.0                0.0           0.0        0.0
## 164814       0.0       0.0                0.0           0.0        0.0
## 164815       0.0       0.0                0.0           0.0        0.0
## 164816       0.0       0.0                0.0           0.0        0.0
## 164817       0.0       0.0                0.0           0.0        0.0
## 164818       0.0       0.0                0.0           0.0        0.0
## 164819       0.0       0.0                0.0           0.0        0.0
## 164820       0.0       0.0                0.0           0.0        0.0
## 164821       0.0       0.0                0.0           0.0        0.0
## 164822       0.0       0.0                0.0           0.0        0.0
## 164823       0.0       0.0                0.0           0.0        0.0
## 164824       0.0       0.0                0.0           0.0        0.0
## 164825       0.0       0.0                0.0           0.0        0.0
## 164826       0.0       0.0                0.0           0.0        0.0
## 164827       0.0       0.0                0.0           0.0        0.0
## 164828       0.0       0.0                0.0           0.0        0.0
## 164829       0.0       0.0                0.0           0.0        0.0
## 164830       0.0       0.0                0.0           0.0        0.0
## 164831       0.0       0.0                0.0           0.0        0.0
## 164832       0.0       0.0                0.0           0.0        0.0
## 164833       0.0       0.0                0.0           0.0        0.0
## 164834       0.0       0.0                0.0           0.0        0.0
## 164835       0.0       0.0                0.0           0.0        0.0
## 164836       0.0       0.0                0.0           0.0        0.0
## 164837       0.0       0.0                0.0           0.0        0.0
## 164838       0.0       0.0                0.0           0.0        0.0
## 164839       0.0       0.0                0.0           0.0        0.0
## 164840       0.0       0.0                0.0           0.0        0.0
## 164841       0.0       0.0                0.0           0.0        0.0
## 164842       0.0       0.0                0.0           0.0        0.0
## 164843       0.0       0.0                0.0           0.0        0.0
## 164844       0.0       0.0                0.0           0.0        0.0
## 164845       0.0       0.0                0.0           0.0        0.0
## 164846       0.0       0.0                0.0           0.0        0.0
## 164847       0.0       0.0                0.0           0.0        0.0
## 164848       0.0       0.0                0.0           0.0        0.0
## 164849       0.0       0.0                0.0           0.0        0.0
## 164850       0.0       0.0                0.0           0.0        0.0
## 164851       0.0       0.0                0.0           0.0        0.0
## 164852       0.0       0.0                0.0           0.0        0.0
## 164853       0.0       0.0                0.0           0.0        0.0
## 164854       0.0       0.0                0.0           0.0        0.0
## 164855       0.0       0.0                0.0           0.0        0.0
## 164856       0.0       0.0                0.0           0.0        0.0
## 164857       0.0       0.0                0.0           0.0        0.0
## 164858       0.0       0.0                0.0           0.0        0.0
## 164859       0.0       0.0                0.0           0.0        0.0
## 164860       0.0       0.0                0.0           0.0        0.0
## 164861       0.0       0.0                0.0           0.0        0.0
## 164862       0.0       0.0                0.0           0.0        0.0
## 164863       0.0       0.0                0.0           0.0        0.0
## 164864       0.0       0.0                0.0           0.0        0.0
## 164865       0.0       0.0                0.0           0.0        0.0
## 164866       0.0       0.0                0.0           0.0        0.0
## 164867       0.0       0.0                0.0           0.0        0.0
## 164868       0.0       0.0                0.0           0.0        0.0
## 164869       0.0       0.0                0.0           0.0        0.0
## 164870       0.0       0.0                0.0           0.0        0.0
## 164871       0.0       0.0                0.0           0.0        0.0
## 164872       0.0       0.0                0.0           0.0        0.0
## 164873       0.0       0.0                0.0           0.0        0.0
## 164874       0.0       0.0                0.0           0.0        0.0
## 164875       0.0       0.0                0.0           0.0        0.0
## 164876       0.0       0.0                0.0           0.0        0.0
## 164877       0.0       0.0                0.0           0.0        0.0
## 164878       0.0       0.0                0.0           0.0        0.0
## 164879       0.0       0.0                0.0           0.0        0.0
## 164880       0.0       0.0                0.0           0.0        0.0
## 164881       0.0       0.0                0.0           0.0        0.0
## 164882       0.0       0.0                0.0           0.0        0.0
## 164883       0.0       0.0                0.0           0.0        0.0
## 164884       0.0       0.0                0.0           0.0        0.0
## 164885       0.0       0.0                0.0           0.0        0.0
## 164886       0.0        NA                 NA            NA         NA
## 164887       0.0       0.0                0.0           0.0        0.0
## 164888       0.0       0.0                0.0           0.0        0.0
## 164889       0.0       0.0                0.0           0.0        0.0
## 164890       0.0       0.0                0.0           0.0        0.0
## 164891       0.0       0.0                0.0           0.0        0.0
## 164892       0.0        NA                 NA            NA         NA
## 164893       0.0       0.0                0.0           0.0        0.0
## 164894       0.0       0.0                0.0           0.0        0.5
## 164895       0.0       0.0                0.0           0.0        0.0
## 164896       0.0       0.0                0.0           0.0        0.1
## 164897       0.0       0.0                0.0           0.0        0.2
## 164898       0.0       0.0                0.0           0.0        0.2
## 164899       0.0       0.0                0.0           0.0        0.2
## 164900       0.0       0.0                0.0           0.0        0.2
## 164901       0.0       0.0                0.0           0.0        0.2
## 164902       0.0       0.0                0.0           0.0        0.2
## 164903       0.0       0.0                0.0           0.0        0.1
## 164904       0.0       0.0                0.0           0.0        0.0
## 164905       0.0       0.0                0.0           0.0        0.1
## 164906       0.0       0.0                0.0           0.0        0.0
## 164907       0.0       0.0                0.0           0.0        0.2
## 164908       0.0       0.0                0.0           0.0        0.0
## 164909       0.0       0.0                0.0           0.0        0.0
## 164910       0.0       0.0                0.0           0.0        0.0
## 164911       0.0       0.0                0.0           0.0        0.0
## 164912       0.0        NA                 NA            NA         NA
## 164913       0.0       0.0                0.0           0.0        0.0
## 164914       0.0       0.0                0.0           0.0        0.0
## 164915       0.0       0.0                0.0           0.0        0.0
## 164916       0.0       0.0                0.0           0.0        0.0
## 164917       0.0       0.0                0.0           0.0        0.0
## 164918       0.0       0.0                0.0           0.0        0.0
## 164919       0.0       0.0                0.0           0.0        0.0
## 164920       0.0       0.0                0.0           0.0        0.0
## 164921       0.0       0.0                0.0           0.0        0.0
## 164922       0.0       0.0                0.0           0.0        0.0
## 164923       0.0       0.0                0.0           0.0        0.0
## 164924       0.0       0.0                0.0           0.0        0.0
## 164925       0.0       0.0                0.0           0.0        0.0
## 164926       0.0       0.0                0.0           0.0        0.0
## 164927       0.0       0.0                0.0           0.0        0.0
## 164928       0.0       0.0                0.0           0.0        0.0
## 164929       0.0       0.0                0.0           0.0        0.0
## 164930       0.0        NA                 NA            NA         NA
## 164931       0.0       0.0                0.0           0.0        0.0
## 164932       0.0       0.0                0.0           0.0        0.0
## 164933       0.0       0.0                0.0           0.0        0.0
## 164934       0.0        NA                 NA            NA         NA
## 164935       0.0       0.0                0.0           0.0        0.0
## 164936       0.0       0.0                0.0           0.0        0.0
## 164937       0.0        NA                 NA            NA         NA
## 164938       0.0       0.0                0.0           0.0        0.0
## 164939       0.0       0.0                0.0           0.0        0.0
## 164940       0.0       0.0                0.0           0.0        0.0
## 164941       0.0       0.0                0.0           0.0        0.0
## 164942       0.0       0.0                0.0           0.0        0.0
## 164943       0.0       0.0                0.0           0.0        0.0
## 164944       0.0       0.0                0.0           0.0        0.0
## 164945       0.0       0.0                0.0           0.0        0.0
## 164946       0.0       0.0                0.0           0.0        0.0
## 164947       0.0       0.0                0.0           0.0        0.0
## 164948       0.0       0.0                0.0           0.0        0.0
## 164949       0.0       0.0                0.0           0.0        0.0
## 164950       0.0       0.0                0.0           0.0        0.0
## 164951       0.0       0.0                0.0           0.0        0.0
## 164952       0.0       0.0                0.0           0.0        0.0
## 164953       0.0       0.0                0.0           0.0        0.0
## 164954       0.0       0.0                0.0           0.0        0.0
## 164955       0.0       0.0                0.0           0.0        0.0
## 164956       0.0       0.0                0.0           0.0        0.0
## 164957       0.0       0.0                0.0           0.0        0.0
## 164958       0.0       0.0                0.0           0.0        0.0
## 164959       0.0       0.0                0.0           0.0        0.0
## 164960       0.0       0.0                0.0           0.0        0.0
## 164961       0.0       0.0                0.0           0.0        0.0
## 164962       0.0       0.0                0.0           0.0        0.0
## 164963       0.0       0.0                0.0           0.0        0.0
## 164964       0.0       0.0                0.0           0.0        0.0
## 164965       0.0       0.0                0.0           0.0        0.0
## 164966       0.0       0.0                0.0           0.0        0.0
## 164967       0.0       0.0                0.0           0.0        0.0
## 164968       0.0       0.0                0.0           0.0        0.0
## 164969       0.0       0.0                0.0           0.0        0.0
## 164970       0.0       0.0                0.0           0.0        0.0
## 164971       0.0       0.0                0.0           0.0        0.0
## 164972       0.0       0.0                0.0           0.0        0.0
## 164973       0.0       0.0                0.0           0.0        0.0
## 164974       0.0       0.0                0.0           0.0        0.0
## 164975       0.0       0.0                0.0           0.0        0.0
## 164976       0.0       0.0                0.0           0.0        0.0
## 164977       0.0       0.0                0.0           0.0        0.0
## 164978       0.0       0.0                0.0           0.0        0.0
## 164979       0.0       0.0                0.0           0.0        0.0
## 164980       0.0       0.0                0.0           0.0        0.0
## 164981       0.0       0.0                0.0           0.0        0.0
## 164982       0.0       0.0                0.0           0.0        0.0
## 164983       0.0       0.0                0.0           0.0        0.0
## 164984       0.0       0.0                0.0           0.0        0.0
## 164985       0.0       0.0                0.0           0.0        0.0
## 164986       0.0       0.0                0.0           0.0        0.0
## 164987       0.0       0.0                0.0           0.0        0.0
## 164988       0.0       0.0                0.0           0.0        0.0
## 164989       0.0       0.0                0.0           0.0        0.0
## 164990       0.0       0.0                0.0           0.0        0.0
## 164991       0.0       0.0                0.0           0.0        0.0
## 164992       0.0       0.0                0.0           0.0        0.0
## 164993       0.0       0.0                0.0           0.0        0.0
## 164994       0.0       0.0                0.0           0.0        0.0
## 164995       0.0       0.0                0.0           0.0        0.0
## 164996       0.0       0.0                0.0           0.0        0.0
## 164997       0.0       0.0                0.0           0.0        0.0
## 164998       0.0       0.0                0.0           0.0        0.0
## 164999       0.0       0.0                0.0           0.0        0.0
## 165000       0.0       0.0                0.0           0.0        0.0
## 165001       0.0       0.0                0.0           0.0        0.0
## 165002       0.0       0.0                0.0           0.0        0.0
## 165003       0.0       0.0                0.0           0.0        0.0
## 165004       0.0       0.0                0.0           0.0        0.0
## 165005       0.0       0.0                0.0           0.0        0.0
## 165006       0.0       0.0                0.0           0.0        0.0
## 165007       0.0       0.0                0.0           0.0        0.0
## 165008       0.0       0.0                0.0           0.0        0.0
## 165009       0.0       0.0                0.0           0.0        0.0
## 165010       0.0       0.0                0.0           0.0        0.0
## 165011       0.0        NA                 NA            NA         NA
## 165012       0.0       0.0                0.0           0.0        0.0
## 165013       0.0       0.0                0.0           0.0        0.0
## 165014       0.0       0.0                0.1           0.0        0.0
## 165015       0.0       0.0                0.0           0.0        0.0
## 165016       0.0       0.0                0.0           0.0        0.0
## 165017       0.0       0.0                0.0           0.0        0.0
## 165018       0.0       0.0                0.0           0.0        0.0
## 165019       0.0       0.0                0.0           0.0        0.0
## 165020       0.0       0.0                0.0           0.0        0.0
## 165021       0.0       0.0                0.0           0.0        0.0
## 165022       0.0       0.0                0.0           0.0        0.0
## 165023       0.0       0.0                0.0           0.0        0.0
## 165024       0.0       0.0                0.0           0.0        0.0
## 165025       0.0       0.0                0.0           0.0        0.0
## 165026       0.0       0.0                0.0           0.0        0.0
## 165027       0.0       0.0                0.0           0.0        0.0
## 165028       0.0       0.0                0.0           0.0        0.0
## 165029       0.0       0.0                0.0           0.0        0.0
## 165030       0.0       0.0                0.0           0.0        0.0
## 165031       0.0       0.0                0.0           0.0        0.0
## 165032       0.0       0.0                0.0           0.0        0.0
## 165033       0.0       0.0                0.0           0.0        0.0
## 165034       0.0       0.0                0.0           0.0        0.0
## 165035       0.0       0.0                0.0           0.0        0.0
## 165036       0.0       0.0                0.0           0.0        0.0
## 165037       0.0       0.0                0.0           0.0        0.0
## 165038       0.0       0.0                0.0           0.0        0.0
## 165039       0.0       0.0                0.0           0.0        0.0
## 165040       0.0       0.0                0.0           0.0        0.0
## 165041       0.0       0.0                0.0           0.0        0.0
## 165042       0.0       0.0                0.0           0.0        0.0
## 165043       0.0       0.0                0.0           0.0        0.0
## 165044       0.0       0.0                0.0           0.0        0.0
## 165045       0.0       0.0                0.0           0.0        0.0
## 165046       0.0       0.0                0.0           0.0        0.0
## 165047       0.0       0.0                0.0           0.0        0.0
## 165048       0.0       0.0                0.0           0.0        0.0
## 165049       0.0       0.0                0.0           0.0        0.0
## 165050       0.0       0.0                0.0           0.0        0.0
## 165051       0.0       0.0                0.0           0.0        0.0
## 165052       0.0       0.0                0.0           0.0        0.0
## 165053       0.0       0.0                0.0           0.0        0.0
## 165054       0.0       0.0                0.0           0.0        0.0
## 165055       0.0       0.0                0.0           0.0        0.0
## 165056       0.0       0.0                0.0           0.0        0.0
## 165057       0.0       0.0                0.0           0.0        0.0
## 165058       0.0       0.0                0.0           0.0        0.0
## 165059       0.0       0.0                0.0           0.0        0.0
## 165060       0.0       0.0                0.0           0.0        0.0
## 165061       0.0       0.0                0.0           0.0        0.0
## 165062       0.0       0.0                0.0           0.0        0.0
## 165063       0.0       0.0                0.0           0.0        0.0
## 165064       0.0       0.0                0.0           0.0        0.0
## 165065       0.0       0.0                0.0           0.0        0.0
## 165066       0.0       0.0                0.0           0.0        0.0
## 165067       0.0       0.0                0.0           0.0        0.0
## 165068       0.0       0.0                0.0           0.0        0.0
## 165069       0.0       0.0                0.0           0.0        0.0
## 165070       0.0       0.0                0.0           0.0        0.0
## 165071       0.0       0.0                0.0           0.0        0.0
## 165072       0.0       0.0                0.0           0.0        0.0
## 165073       0.0       0.0                0.0           0.0        0.0
## 165074       0.0       0.0                0.0           0.0        0.0
## 165075       0.0       0.0                0.0           0.0        0.0
## 165076       0.0       0.0                0.0           0.0        0.0
## 165077       0.0       0.0                0.0           0.0        0.0
## 165078       0.0       0.0                0.0           0.0        0.0
## 165079       0.0       0.0                0.0           0.0        0.0
## 165080       0.0       0.0                0.0           0.0        0.0
## 165081       0.0       0.0                0.0           0.0        0.0
## 165082       0.0       0.0                0.0           0.0        0.0
## 165083       0.0       0.0                0.0           0.0        0.0
## 165084       0.0       0.0                0.0           0.0        0.0
## 165085       0.0       0.0                0.0           0.0        0.0
## 165086       0.0       0.0                0.0           0.0        0.0
## 165087       0.0       0.0                0.0           0.0        0.0
## 165088       0.0       0.0                0.0           0.0        0.0
## 165089       0.0       0.0                0.0           0.0        0.0
## 165090       0.0       0.0                0.0           0.0        0.0
## 165091       0.0       0.0                0.0           0.0        0.0
## 165092       0.0       0.0                0.0           0.0        0.0
## 165093       0.0       0.0                0.0           0.0        0.0
## 165094       0.0       0.0                0.0           0.0        0.0
## 165095       0.0       0.0                0.0           0.0        0.0
## 165096       0.0       0.0                0.0           0.0        0.0
## 165097       0.0       0.0                0.0           0.0        0.0
## 165098       0.0       0.0                0.0           0.0        0.0
## 165099       0.0       0.0                0.0           0.0        0.0
## 165100       0.0       0.0                0.0           0.0        0.0
## 165101       0.0       0.0                0.0           0.0        0.0
## 165102       0.0       0.0                0.0           0.0        0.0
## 165103       0.0       0.0                0.0           0.0        0.0
## 165104       0.0       0.0                0.0           0.0        0.0
## 165105       0.0       0.0                0.0           0.0        0.0
## 165106       0.0       0.0                0.0           0.0        0.0
## 165107       0.0       0.0                0.0           0.0        0.0
## 165108       0.0       0.0                0.0           0.0        0.0
## 165109       0.0       0.0                0.0           0.0        0.0
## 165110       0.0       0.0                0.0           0.0        0.0
## 165111       0.0       0.0                0.0           0.0        0.0
## 165112       0.0       0.0                0.0           0.0        0.0
## 165113       0.0       0.0                0.0           0.0        0.0
## 165114       0.0       0.0                0.0           0.0        0.0
## 165115       0.0       0.0                0.0           0.0        0.0
## 165116       0.0       0.0                0.0           0.0        0.0
## 165117       0.0       0.0                0.0           0.0        0.0
## 165118       0.0       0.0                0.0           0.0        0.0
## 165119       0.0       0.0                0.0           0.0        0.0
## 165120       0.0       0.0                0.0           0.0        0.0
## 165121       0.0       0.0                0.0           0.0        0.0
## 165122       0.0       0.0                0.0           0.0        0.0
## 165123       0.0       0.0                0.0           0.0        0.0
## 165124       0.0       0.0                0.0           0.0        0.0
## 165125       0.0       0.0                0.0           0.0        0.0
## 165126       0.0       0.0                0.0           0.0        0.0
## 165127       0.0       0.0                0.0           0.0        0.0
## 165128       0.0       0.0                0.2           0.0        0.0
## 165129       0.0       0.0                0.2           0.0        0.0
## 165130       0.0       0.0                0.0           0.0        0.0
## 165131       0.0       0.0                0.2           0.0        0.0
## 165132       0.0       0.0                0.0           0.0        0.0
## 165133       0.0       0.0                0.2           0.0        0.0
## 165134       0.0       0.0                0.0           0.0        0.0
## 165135       0.0       0.0                0.2           0.0        0.0
##        mdoconscargopack mdoconssulfurcontent mgoconsme mgoconsae
## 164349              0.0                  0.0         0         0
## 164350              0.0                  0.0         0         0
## 164351              0.0                  0.0         0         0
## 164352              0.0                  0.0         0         0
## 164353              0.0                  0.0         0         0
## 164354              0.0                  0.0         0         0
## 164355              0.0                  0.0         0         0
## 164356              0.0                  0.0         0         0
## 164357              0.0                  0.0         0         0
## 164358              0.0                  0.0         0         0
## 164359              0.0                  0.0         0         0
## 164360              0.0                  0.0         0         0
## 164361              0.0                  0.0         0         0
## 164362              0.0                  0.0         0         0
## 164363              0.0                  0.0         0         0
## 164364              0.0                  0.0         0         0
## 164365              0.0                  0.0         0         0
## 164366              0.0                  0.0         0         0
## 164367              0.0                  0.0         0         0
## 164368              0.0                  0.0         0         0
## 164369              0.0                  0.0         0         0
## 164370              0.0                  0.0         0         0
## 164371              0.0                  0.0         0         0
## 164372              0.0                  0.0         0         0
## 164373              0.0                  0.0         0         0
## 164374              0.0                  0.0         0         0
## 164375              0.0                  0.0         0         0
## 164376              0.0                  0.0         0         0
## 164377              0.0                  0.0         0         0
## 164378              0.0                  0.0         0         0
## 164379              0.0                  0.0         0         0
## 164380              0.0                  0.0         0         0
## 164381              0.0                  0.0         0         0
## 164382              0.0                  0.0         0         0
## 164383              0.0                  0.0         0         0
## 164384              0.0                  0.0         0         0
## 164385              0.0                  0.0         0         0
## 164386              0.0                  0.0         0         0
## 164387              0.0                  0.0         0         0
## 164388              0.0                  0.0         0         0
## 164389              0.0                  0.0         0         0
## 164390              0.0                  0.0         0         0
## 164391              0.0                  0.0         0         0
## 164392              0.0                  0.0         0         0
## 164393              0.0                  0.0         0         0
## 164394              0.0                  0.0         0         0
## 164395              0.0                  0.0         0         0
## 164396              0.0                  0.0         0         0
## 164397              0.0                  0.0         0         0
## 164398              0.0                  0.0         0         0
## 164399              0.0                  0.0         0         0
## 164400              0.0                  0.0         0         0
## 164401              0.0                  0.0         0         0
## 164402              0.0                   NA        NA        NA
## 164403              0.0                   NA        NA        NA
## 164404              0.0                   NA        NA        NA
## 164405              0.0                   NA        NA        NA
## 164406              0.0                   NA        NA        NA
## 164407              0.0                   NA        NA        NA
## 164408              0.0                   NA        NA        NA
## 164409              0.0                   NA        NA        NA
## 164410              0.0                   NA        NA        NA
## 164411              0.0                   NA        NA        NA
## 164412              0.0                   NA        NA        NA
## 164413              0.0                   NA        NA        NA
## 164414              0.0                   NA        NA        NA
## 164415              0.0                   NA        NA        NA
## 164416              0.0                   NA        NA        NA
## 164417              0.0                  0.0         0         0
## 164418              0.0                  0.0         0         0
## 164419              0.0                  0.0         0         0
## 164420              0.0                  0.0         0         0
## 164421              0.0                  0.0         0         0
## 164422              0.0                  0.0         0         0
## 164423              0.0                  0.0         0         0
## 164424              0.0                  0.0         0         0
## 164425              0.0                   NA        NA        NA
## 164426              0.0                  0.0         0         0
## 164427              0.0                   NA        NA        NA
## 164428              0.0                  0.0         0         0
## 164429              0.0                  0.0         0         0
## 164430              0.0                  0.0         0         0
## 164431              0.0                  0.0         0         0
## 164432              0.0                  0.0         0         0
## 164433              0.0                  0.0         0         0
## 164434              0.0                  0.0         0         0
## 164435              0.0                  0.0         0         0
## 164436              0.0                  0.0         0         0
## 164437              0.0                  0.0         0         0
## 164438              0.0                  0.0         0         0
## 164439              0.0                  0.0         0         0
## 164440              0.0                  0.0         0         0
## 164441              0.0                  0.0         0         0
## 164442              0.0                  0.0         0         0
## 164443              0.0                  0.0         0         0
## 164444              0.0                  0.0         0         0
## 164445              0.0                  0.0         0         0
## 164446              0.0                  0.0         0         0
## 164447              0.0                  0.0         0         0
## 164448              0.0                  0.0         0         0
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## 164453              0.0                   NA        NA        NA
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## 164457              0.0                   NA        NA        NA
## 164458               NA                   NA        NA        NA
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## 164473              0.0                   NA        NA        NA
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## 164514              0.0                   NA        NA        NA
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## 164576              0.0                   NA        NA        NA
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## 164606              0.0                   NA        NA        NA
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## 164608               NA                   NA        NA        NA
## 164609              0.0                   NA        NA        NA
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## 164612               NA                   NA        NA        NA
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## 164620              0.0                   NA        NA        NA
## 164621              0.0                   NA        NA        NA
## 164622              0.0                   NA        NA        NA
## 164623               NA                   NA        NA        NA
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## 164629              0.0                   NA        NA        NA
## 164630              0.0                   NA        NA        NA
## 164631              0.0                   NA        NA        NA
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## 164670              0.0                   NA        NA        NA
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## 164715               NA                   NA        NA        NA
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## 164881              0.0                   NA        NA        NA
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## 164912               NA                   NA        NA        NA
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## 164922              0.0                   NA        NA        NA
## 164923              0.0                   NA        NA        NA
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## 164927              0.0                   NA        NA        NA
## 164928              0.0                   NA        NA        NA
## 164929              0.0                   NA        NA        NA
## 164930               NA                   NA        NA        NA
## 164931              0.0                   NA        NA        NA
## 164932              0.0                   NA        NA        NA
## 164933              0.0                   NA        NA        NA
## 164934               NA                   NA        NA        NA
## 164935              0.0                   NA        NA        NA
## 164936              0.0                   NA        NA        NA
## 164937               NA                   NA        NA        NA
## 164938              0.0                   NA        NA        NA
## 164939              0.0                   NA        NA        NA
## 164940              0.0                  0.0         0         0
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## 165126              0.0                   NA        NA        NA
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## 165135              0.0                   NA        NA        NA
##        mgoconsincinerator mgoconsboiler mgoconsigg mgoconscargopack
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## 164402                 NA            NA         NA               NA
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## 164514                 NA            NA         NA               NA
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## 164715                 NA            NA         NA               NA
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## 164881                 NA            NA         NA               NA
## 164882                 NA            NA         NA               NA
## 164883                 NA            NA         NA               NA
## 164884                 NA            NA         NA               NA
## 164885                 NA            NA         NA               NA
## 164886                 NA            NA         NA               NA
## 164887                 NA            NA         NA               NA
## 164888                 NA            NA         NA               NA
## 164889                 NA            NA         NA               NA
## 164890                 NA            NA         NA               NA
## 164891                 NA            NA         NA               NA
## 164892                 NA            NA         NA               NA
## 164893                 NA            NA         NA               NA
## 164894                 NA            NA         NA               NA
## 164895                 NA            NA         NA               NA
## 164896                 NA            NA         NA               NA
## 164897                 NA            NA         NA               NA
## 164898                 NA            NA         NA               NA
## 164899                 NA            NA         NA               NA
## 164900                 NA            NA         NA               NA
## 164901                 NA            NA         NA               NA
## 164902                 NA            NA         NA               NA
## 164903                 NA            NA         NA               NA
## 164904                 NA            NA         NA               NA
## 164905                 NA            NA         NA               NA
## 164906                 NA            NA         NA               NA
## 164907                 NA            NA         NA               NA
## 164908                 NA            NA         NA               NA
## 164909                 NA            NA         NA               NA
## 164910                 NA            NA         NA               NA
## 164911                 NA            NA         NA               NA
## 164912                 NA            NA         NA               NA
## 164913                 NA            NA         NA               NA
## 164914                 NA            NA         NA               NA
## 164915                 NA            NA         NA               NA
## 164916                 NA            NA         NA               NA
## 164917                 NA            NA         NA               NA
## 164918                 NA            NA         NA               NA
## 164919                 NA            NA         NA               NA
## 164920                 NA            NA         NA               NA
## 164921                 NA            NA         NA               NA
## 164922                 NA            NA         NA               NA
## 164923                 NA            NA         NA               NA
## 164924                 NA            NA         NA               NA
## 164925                 NA            NA         NA               NA
## 164926                 NA            NA         NA               NA
## 164927                 NA            NA         NA               NA
## 164928                 NA            NA         NA               NA
## 164929                 NA            NA         NA               NA
## 164930                 NA            NA         NA               NA
## 164931                 NA            NA         NA               NA
## 164932                 NA            NA         NA               NA
## 164933                 NA            NA         NA               NA
## 164934                 NA            NA         NA               NA
## 164935                 NA            NA         NA               NA
## 164936                 NA            NA         NA               NA
## 164937                 NA            NA         NA               NA
## 164938                 NA            NA         NA               NA
## 164939                 NA            NA         NA               NA
## 164940                  0             0          0                0
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## 164998                  0             0          0                0
## 164999                 NA            NA         NA               NA
## 165000                 NA            NA         NA               NA
## 165001                 NA            NA         NA               NA
## 165002                 NA            NA         NA               NA
## 165003                 NA            NA         NA               NA
## 165004                 NA            NA         NA               NA
## 165005                 NA            NA         NA               NA
## 165006                 NA            NA         NA               NA
## 165007                 NA            NA         NA               NA
## 165008                 NA            NA         NA               NA
## 165009                 NA            NA         NA               NA
## 165010                 NA            NA         NA               NA
## 165011                 NA            NA         NA               NA
## 165012                 NA            NA         NA               NA
## 165013                 NA            NA         NA               NA
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## 165124                  0             0          0                0
## 165125                  0             0          0                0
## 165126                 NA            NA         NA               NA
## 165127                 NA            NA         NA               NA
## 165128                 NA            NA         NA               NA
## 165129                 NA            NA         NA               NA
## 165130                 NA            NA         NA               NA
## 165131                 NA            NA         NA               NA
## 165132                 NA            NA         NA               NA
## 165133                 NA            NA         NA               NA
## 165134                 NA            NA         NA               NA
## 165135                 NA            NA         NA               NA
##        mgoconssulfurcontent lsmgoconsme lsmgoconsae lsmgoconsincinerator
## 164349                  0.0        0.00        0.00                 0.00
## 164350                  0.0        0.00        0.00                 0.00
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## 164400                  0.0        0.00        0.00                 0.00
## 164401                  0.0        0.00        0.00                 0.00
## 164402                   NA          NA          NA                   NA
## 164403                   NA          NA          NA                   NA
## 164404                   NA          NA          NA                   NA
## 164405                   NA          NA          NA                   NA
## 164406                   NA          NA          NA                   NA
## 164407                   NA          NA          NA                   NA
## 164408                   NA          NA          NA                   NA
## 164409                   NA          NA          NA                   NA
## 164410                   NA          NA          NA                   NA
## 164411                   NA          NA          NA                   NA
## 164412                   NA          NA          NA                   NA
## 164413                   NA          NA          NA                   NA
## 164414                   NA          NA          NA                   NA
## 164415                   NA          NA          NA                   NA
## 164416                   NA          NA          NA                   NA
## 164417                  0.0        0.00        0.00                 0.00
## 164418                  0.0        0.00        0.00                 0.00
## 164419                  0.0        0.00        0.00                 0.00
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## 164423                  0.0        0.00        0.00                 0.00
## 164424                  0.0        0.00        0.00                 0.00
## 164425                   NA          NA          NA                   NA
## 164426                  0.0        0.00        0.00                 0.00
## 164427                   NA          NA          NA                   NA
## 164428                  0.0        0.00        0.00                 0.00
## 164429                  0.0        0.00        0.00                 0.00
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## 164451                  0.0        0.00        0.00                 0.00
## 164452                  0.0        0.00        0.00                 0.00
## 164453                   NA          NA          NA                   NA
## 164454                  0.0        0.00        0.00                 0.00
## 164455                  0.0        0.00        0.00                 0.00
## 164456                  0.0        0.00        0.00                 0.00
## 164457                   NA          NA          NA                   NA
## 164458                   NA          NA          NA                   NA
## 164459                   NA          NA          NA                   NA
## 164460                   NA          NA          NA                   NA
## 164461                   NA          NA          NA                   NA
## 164462                   NA          NA          NA                   NA
## 164463                   NA          NA          NA                   NA
## 164464                   NA          NA          NA                   NA
## 164465                   NA          NA          NA                   NA
## 164466                   NA          NA          NA                   NA
## 164467                  0.0        0.00        0.00                 0.00
## 164468                  0.0        0.00        0.00                 0.00
## 164469                  0.0        0.00        0.00                 0.00
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## 164471                  0.0        0.00        0.00                 0.00
## 164472                  0.0        0.00        0.00                 0.00
## 164473                   NA          NA          NA                   NA
## 164474                   NA          NA          NA                   NA
## 164475                   NA          NA          NA                   NA
## 164476                   NA          NA          NA                   NA
## 164477                   NA          NA          NA                   NA
## 164478                   NA          NA          NA                   NA
## 164479                   NA          NA          NA                   NA
## 164480                   NA          NA          NA                   NA
## 164481                   NA          NA          NA                   NA
## 164482                   NA          NA          NA                   NA
## 164483                   NA          NA          NA                   NA
## 164484                   NA          NA          NA                   NA
## 164485                  0.0        0.00        0.00                 0.00
## 164486                  0.0        0.00        0.00                 0.00
## 164487                  0.0        0.00        0.00                 0.00
## 164488                  0.0        0.00        0.00                 0.00
## 164489                  0.0        0.00        0.00                 0.00
## 164490                  0.0        0.00        0.00                 0.00
## 164491                  0.0        0.00        0.00                 0.00
## 164492                  0.0        0.00        0.00                 0.00
## 164493                  0.0        0.00        0.00                 0.00
## 164494                  0.0        0.00        0.00                 0.00
## 164495                  0.0        0.00        0.00                 0.00
## 164496                  0.0        0.00        0.00                 0.00
## 164497                  0.0        0.00        0.00                 0.00
## 164498                  0.0        0.00        0.00                 0.00
## 164499                  0.0        0.00        0.00                 0.00
## 164500                  0.0        0.00        0.00                 0.00
## 164501                  0.0        0.00        0.00                 0.00
## 164502                  0.0        0.00        0.00                 0.00
## 164503                  0.0        0.00        0.00                 0.00
## 164504                  0.0        0.00        0.00                 0.00
## 164505                  0.0        0.00        0.00                 0.00
## 164506                  0.0        0.00        0.00                 0.00
## 164507                  0.0        0.00        0.00                 0.00
## 164508                  0.0        0.00        0.00                 0.00
## 164509                  0.0        0.00        0.00                 0.00
## 164510                  0.0        0.00        0.00                 0.00
## 164511                  0.0        0.00        0.00                 0.00
## 164512                  0.0        0.00        0.00                 0.00
## 164513                  0.0        0.00        0.00                 0.00
## 164514                   NA          NA          NA                   NA
## 164515                   NA          NA          NA                   NA
## 164516                   NA          NA          NA                   NA
## 164517                   NA          NA          NA                   NA
## 164518                   NA          NA          NA                   NA
## 164519                   NA          NA          NA                   NA
## 164520                  0.0        0.00        0.00                 0.00
## 164521                  0.0        0.00        0.00                 0.00
## 164522                  0.0        0.00        0.00                 0.00
## 164523                  0.0        0.00        0.00                 0.00
## 164524                  0.0        0.00        0.00                 0.00
## 164525                  0.0        0.00        0.00                 0.00
## 164526                  0.0        0.00        0.00                 0.00
## 164527                  0.0        0.00        0.00                 0.00
## 164528                  0.0        0.00        0.00                 0.00
## 164529                  0.0        0.00        0.00                 0.00
## 164530                  0.0        0.00        0.00                 0.00
## 164531                  0.0        0.00        0.00                 0.00
## 164532                  0.0        0.00        0.00                 0.00
## 164533                  0.0        0.00        0.00                 0.00
## 164534                  0.0        0.00        0.00                 0.00
## 164535                  0.0        0.00        0.00                 0.00
## 164536                  0.0        0.00        0.00                 0.00
## 164537                  0.0        0.00        0.00                 0.00
## 164538                  0.0        0.00        0.00                 0.00
## 164539                  0.0        0.00        0.00                 0.00
## 164540                  0.0        0.00        0.00                 0.00
## 164541                  0.0        0.00        0.00                 0.00
## 164542                  0.0        0.00        0.00                 0.00
## 164543                  0.0        0.00        0.00                 0.00
## 164544                  0.0        0.00        0.00                 0.00
## 164545                  0.0        0.00        0.00                 0.00
## 164546                  0.0        0.00        0.00                 0.00
## 164547                  0.0        0.00        0.00                 0.00
## 164548                  0.0        0.00        0.00                 0.00
## 164549                  0.0        0.00        0.00                 0.00
## 164550                  0.0       48.40        3.80                 0.00
## 164551                  0.0        3.60        0.60                 0.00
## 164552                  0.0        1.30        1.30                 0.00
## 164553                  0.0        1.50        6.90                 0.00
## 164554                  0.0        0.00        6.20                 0.00
## 164555                  0.0        0.20        6.30                 0.00
## 164556                  0.0        3.70        6.60                 0.00
## 164557                  0.0        3.70        7.40                 0.00
## 164558                  0.0        0.00        2.90                 0.00
## 164559                  0.0        0.70        0.20                 0.00
## 164560                  0.0       19.50        1.90                 0.00
## 164561                  0.0       13.20        1.60                 0.00
## 164562                  0.0        0.00        0.00                 0.00
## 164563                  0.0        0.00        0.00                 0.00
## 164564                  0.0        0.00        0.00                 0.00
## 164565                  0.0        0.00        0.00                 0.00
## 164566                  0.0        0.00        0.00                 0.00
## 164567                  0.0        0.00        0.00                 0.00
## 164568                  0.0        0.00        0.00                 0.00
## 164569                  0.0        0.00        0.00                 0.00
## 164570                  0.0        0.00        0.00                 0.00
## 164571                  0.0        0.00        0.00                 0.00
## 164572                  0.0        0.00        0.00                 0.00
## 164573                  0.0        0.00        0.00                 0.00
## 164574                  0.0        0.00        0.00                 0.00
## 164575                  0.0        0.00        0.00                 0.00
## 164576                   NA          NA          NA                   NA
## 164577                   NA          NA          NA                   NA
## 164578                  0.0        0.00        0.00                 0.00
## 164579                  0.0        0.00        0.00                 0.00
## 164580                  0.0        0.00        0.00                 0.00
## 164581                  0.0        0.00        0.00                 0.00
## 164582                  0.0        0.00        0.00                 0.00
## 164583                  0.0        0.00        0.00                 0.00
## 164584                  0.0        0.00        0.00                 0.00
## 164585                  0.0        0.00        0.00                 0.00
## 164586                  0.0        0.00        0.00                 0.00
## 164587                  0.0        0.00        0.00                 0.00
## 164588                  0.0        0.00        0.00                 0.00
## 164589                  0.0        0.00        0.00                 0.00
## 164590                  0.0        0.00        0.00                 0.00
## 164591                  0.0        0.00        0.00                 0.00
## 164592                  0.0        0.00        0.00                 0.00
## 164593                  0.0        0.00        0.00                 0.00
## 164594                  0.0        0.00        0.00                 0.00
## 164595                  0.0        0.00        0.00                 0.00
## 164596                  0.0        0.00        0.00                 0.00
## 164597                  0.0        0.00        0.00                 0.00
## 164598                  0.0        0.00        0.00                 0.00
## 164599                  0.0        0.00        0.00                 0.00
## 164600                  0.0        0.00        0.00                 0.00
## 164601                  0.0        0.00        0.00                 0.00
## 164602                  0.0        0.00        0.00                 0.00
## 164603                  0.0        0.00        0.00                 0.00
## 164604                  0.0        0.00        0.00                 0.00
## 164605                  0.0        0.00        0.00                 0.00
## 164606                   NA          NA          NA                   NA
## 164607                   NA          NA          NA                   NA
## 164608                   NA          NA          NA                   NA
## 164609                   NA          NA          NA                   NA
## 164610                   NA          NA          NA                   NA
## 164611                   NA          NA          NA                   NA
## 164612                   NA          NA          NA                   NA
## 164613                   NA          NA          NA                   NA
## 164614                   NA          NA          NA                   NA
## 164615                   NA          NA          NA                   NA
## 164616                   NA          NA          NA                   NA
## 164617                   NA          NA          NA                   NA
## 164618                   NA          NA          NA                   NA
## 164619                   NA          NA          NA                   NA
## 164620                   NA          NA          NA                   NA
## 164621                   NA          NA          NA                   NA
## 164622                   NA          NA          NA                   NA
## 164623                   NA          NA          NA                   NA
## 164624                   NA          NA          NA                   NA
## 164625                   NA          NA          NA                   NA
## 164626                   NA          NA          NA                   NA
## 164627                   NA          NA          NA                   NA
## 164628                   NA          NA          NA                   NA
## 164629                   NA          NA          NA                   NA
## 164630                   NA          NA          NA                   NA
## 164631                   NA          NA          NA                   NA
## 164632                   NA          NA          NA                   NA
## 164633                   NA          NA          NA                   NA
## 164634                   NA          NA          NA                   NA
## 164635                  0.0        0.00        0.00                 0.00
## 164636                  0.0        0.00        0.00                 0.00
## 164637                  0.0        0.00        0.00                 0.00
## 164638                  0.0        0.00        0.00                 0.00
## 164639                  0.0        0.00        0.00                 0.00
## 164640                  0.0        0.00        0.00                 0.00
## 164641                  0.0        3.00        0.00                 0.00
## 164642                  0.0        3.00        1.90                 0.00
## 164643                  0.0       11.20       27.40                 0.00
## 164644                  0.0        0.00        0.00                 0.00
## 164645                  0.0        0.00        0.00                 0.00
## 164646                  0.0        0.00        0.00                 0.00
## 164647                  0.0        0.00        0.00                 0.00
## 164648                  0.0        0.00        0.00                 0.00
## 164649                  0.0        0.00        0.00                 0.00
## 164650                  0.0        0.00        0.00                 0.00
## 164651                  0.0        0.00        0.00                 0.00
## 164652                  0.0        0.00        0.00                 0.00
## 164653                  0.0        0.00        0.00                 0.00
## 164654                  0.0        0.00        0.00                 0.00
## 164655                  0.0        0.00        0.00                 0.00
## 164656                  0.0        0.00        0.00                 0.00
## 164657                  0.0        0.00        0.00                 0.00
## 164658                  0.0        0.00        0.00                 0.00
## 164659                  0.0        0.00        0.00                 0.00
## 164660                  0.0        0.00        0.00                 0.00
## 164661                  0.0        0.00        0.00                 0.00
## 164662                  0.0        0.00        0.00                 0.00
## 164663                  0.0        0.00        0.00                 0.00
## 164664                  0.0        0.00        0.00                 0.00
## 164665                  0.0        0.00        0.00                 0.00
## 164666                  0.0        0.00        0.00                 0.00
## 164667                  0.0        0.00        0.00                 0.00
## 164668                  0.0        0.00        0.00                 0.00
## 164669                  0.0        0.00        0.00                 0.00
## 164670                   NA          NA          NA                   NA
## 164671                   NA          NA          NA                   NA
## 164672                   NA          NA          NA                   NA
## 164673                   NA          NA          NA                   NA
## 164674                   NA          NA          NA                   NA
## 164675                   NA          NA          NA                   NA
## 164676                   NA          NA          NA                   NA
## 164677                   NA          NA          NA                   NA
## 164678                   NA          NA          NA                   NA
## 164679                   NA          NA          NA                   NA
## 164680                   NA          NA          NA                   NA
## 164681                   NA          NA          NA                   NA
## 164682                   NA          NA          NA                   NA
## 164683                   NA          NA          NA                   NA
## 164684                   NA          NA          NA                   NA
## 164685                   NA          NA          NA                   NA
## 164686                   NA          NA          NA                   NA
## 164687                   NA          NA          NA                   NA
## 164688                   NA          NA          NA                   NA
## 164689                   NA          NA          NA                   NA
## 164690                   NA          NA          NA                   NA
## 164691                   NA          NA          NA                   NA
## 164692                   NA          NA          NA                   NA
## 164693                   NA          NA          NA                   NA
## 164694                   NA          NA          NA                   NA
## 164695                   NA          NA          NA                   NA
## 164696                   NA          NA          NA                   NA
## 164697                  0.0        0.00        0.00                 0.00
## 164698                  0.0        0.00        0.00                 0.00
## 164699                   NA          NA          NA                   NA
## 164700                   NA          NA          NA                   NA
## 164701                   NA          NA          NA                   NA
## 164702                   NA          NA          NA                   NA
## 164703                   NA          NA          NA                   NA
## 164704                   NA          NA          NA                   NA
## 164705                   NA          NA          NA                   NA
## 164706                   NA          NA          NA                   NA
## 164707                   NA          NA          NA                   NA
## 164708                   NA          NA          NA                   NA
## 164709                   NA          NA          NA                   NA
## 164710                   NA          NA          NA                   NA
## 164711                   NA          NA          NA                   NA
## 164712                   NA          NA          NA                   NA
## 164713                   NA          NA          NA                   NA
## 164714                   NA          NA          NA                   NA
## 164715                   NA          NA          NA                   NA
## 164716                  0.0        0.00        0.00                 0.00
## 164717                  0.0        0.00        0.00                 0.00
## 164718                  0.0        0.00        0.00                 0.00
## 164719                  0.0        0.00        0.00                 0.00
## 164720                  0.0        0.00        0.00                 0.00
## 164721                  0.0        0.00        0.00                 0.00
## 164722                  0.0        0.00        0.00                 0.00
## 164723                  0.0        0.00        0.00                 0.00
## 164724                  0.0        0.00        0.00                 0.00
## 164725                  0.0        0.00        0.00                 0.00
## 164726                  0.0        0.00        0.00                 0.00
## 164727                  0.0        0.00        0.00                 0.00
## 164728                  0.0        0.00        0.00                 0.00
## 164729                  0.0        0.00        0.00                 0.00
## 164730                  0.0        0.00        0.00                 0.00
## 164731                  0.0        0.00        0.00                 0.00
## 164732                  0.0        0.00        0.00                 1.00
## 164733                  0.0        0.00        0.00                 1.00
## 164734                  0.0        0.00        0.00                 1.00
## 164735                  0.0        0.00        0.00                 0.00
## 164736                  0.0        0.00        0.00                 0.00
## 164737                  0.0        0.00        0.00                 0.00
## 164738                  0.0        0.00        0.00                 0.00
## 164739                  0.0        0.00        0.00                 0.00
## 164740                  0.0        0.00        0.00                 0.00
## 164741                  0.0        0.00        0.00                 0.00
## 164742                  0.0        0.00        0.00                 0.00
## 164743                  0.0        0.00        0.00                 0.00
## 164744                  0.0        0.00        0.00                 0.00
## 164745                  0.0        0.00        0.00                 0.00
## 164746                  0.0        0.00        0.00                 0.00
## 164747                  0.0        0.00        0.00                 1.00
## 164748                  0.0        0.00        0.00                 0.00
## 164749                  0.0        0.00        0.00                 0.00
## 164750                  0.0        0.00        0.00                 0.00
## 164751                  0.0        0.00        0.00                 0.00
## 164752                  0.0        0.00        0.00                 0.00
## 164753                  0.0        0.00        0.00                 0.00
## 164754                  0.0        0.00        0.00                 0.00
## 164755                  0.0        0.00        0.00                 0.00
## 164756                  0.0        0.00        0.00                 0.00
## 164757                  0.0        0.00        0.00                 0.00
## 164758                  0.0        0.00        0.00                 0.00
## 164759                  0.0        0.00        0.00                 0.00
## 164760                  0.0        0.00        0.00                 0.00
## 164761                  0.0        0.00        0.00                 0.00
## 164762                  0.0        0.00        0.00                 0.00
## 164763                  0.0        0.00        0.00                 0.00
## 164764                  0.0        0.00        0.00                 0.00
## 164765                  0.0        0.00        0.00                 0.00
## 164766                  0.0        0.00        0.00                 0.00
## 164767                  0.0        0.00        0.00                 0.00
## 164768                  0.0        0.00        0.00                 0.00
## 164769                  0.0        0.00        0.00                 0.00
## 164770                  0.0        0.00        0.00                 0.00
## 164771                  0.0        0.00        0.00                 0.00
## 164772                  0.0        0.00        0.00                 0.00
## 164773                  0.0        0.00        0.00                 0.00
## 164774                  0.0        0.00        0.00                 0.00
## 164775                  0.0        0.00        0.00                 0.00
## 164776                  0.0        0.00        0.00                 0.00
## 164777                  0.0        0.00        0.00                 0.00
## 164778                  0.0        0.00        0.00                 0.00
## 164779                  0.0        0.00        0.00                 0.00
## 164780                  0.0        0.00        0.00                 0.00
## 164781                  0.0        0.00        0.00                 0.00
## 164782                  0.0        0.00        0.00                 0.00
## 164783                  0.0        0.00        0.00                 0.00
## 164784                  0.0        0.00        0.00                 0.00
## 164785                  0.0        0.00        0.00                 0.00
## 164786                  0.0        0.00        0.00                 0.00
## 164787                  0.0        0.00        0.00                 0.00
## 164788                  0.0        0.00        0.00                 0.00
## 164789                  0.0        0.00        0.00                 0.00
## 164790                  0.0        0.00        0.00                 0.00
## 164791                  0.0        0.00        0.00                 0.00
## 164792                  0.0        0.00        0.00                 0.00
## 164793                  0.0        0.00        0.00                 0.00
## 164794                  0.0        0.00        0.00                 0.00
## 164795                  0.0        0.00        0.00                 0.00
## 164796                  0.0        0.00        0.00                 0.00
## 164797                  0.0        0.00        0.00                 0.00
## 164798                  0.0        0.00        0.00                 0.00
## 164799                  0.0        0.00        0.00                 0.00
## 164800                  0.0        0.00        0.00                 0.00
## 164801                  0.0        0.00        0.00                 0.00
## 164802                  0.0        0.00        0.00                 0.00
## 164803                  0.0        0.00        0.00                 0.00
## 164804                  0.0        0.00        0.00                 0.00
## 164805                  0.0        0.00        0.00                 0.00
## 164806                  0.0        0.00        0.00                 0.00
## 164807                  0.0        0.00        0.00                 0.00
## 164808                  0.0        0.00        0.00                 0.00
## 164809                  0.0        0.00        0.00                 0.00
## 164810                  0.0        0.00        0.00                 0.00
## 164811                  0.0        0.00        0.00                 0.00
## 164812                  0.0        0.00        0.00                 0.00
## 164813                  0.0        0.00        0.00                 0.00
## 164814                  0.0        0.00        0.00                 0.00
## 164815                  0.0        0.00        0.00                 0.00
## 164816                  0.0        0.00        0.00                 0.00
## 164817                  0.0        0.00        0.00                 0.00
## 164818                  0.0        0.00        0.00                 0.00
## 164819                  0.0        0.00        0.00                 0.00
## 164820                  0.0        0.00        0.00                 0.00
## 164821                  0.0        0.00        0.00                 0.00
## 164822                  0.0        0.00        0.00                 0.00
## 164823                  0.0        0.00        0.00                 0.00
## 164824                  0.0        0.00        0.00                 0.00
## 164825                  0.0        0.00        0.00                 0.00
## 164826                  0.0        0.00        0.00                 0.00
## 164827                  0.0        0.00        0.00                 0.00
## 164828                  0.0        0.00        0.00                 0.00
## 164829                  0.0        0.00        0.00                 0.00
## 164830                  0.0        0.00        0.00                 0.00
## 164831                  0.0        0.00        0.00                 0.00
## 164832                  0.0        0.00        0.00                 0.00
## 164833                  0.0        0.00        0.00                 0.00
## 164834                  0.0        0.00        0.00                 0.00
## 164835                  0.0        0.00        0.00                 0.00
## 164836                  0.0        0.00        0.00                 0.00
## 164837                  0.0        0.00        0.00                 0.00
## 164838                  0.0        0.00        0.00                 0.00
## 164839                  0.0        0.00        0.00                 0.00
## 164840                  0.0        0.00        0.00                 0.00
## 164841                  0.0        0.00        0.00                 0.00
## 164842                  0.0        0.00        0.00                 0.00
## 164843                  0.0        0.00        0.00                 0.00
## 164844                  0.0        0.00        0.00                 0.00
## 164845                  0.0        0.00        0.00                 0.00
## 164846                  0.0        0.00        0.00                 0.00
## 164847                  0.0        0.00        0.00                 0.00
## 164848                  0.0        0.00        0.00                 0.00
## 164849                  0.0        0.00        0.00                 0.00
## 164850                  0.0        0.00        0.00                 0.00
## 164851                  0.0        0.00        0.00                 0.00
## 164852                  0.0        0.00        0.00                 0.00
## 164853                  0.0        0.00        0.00                 0.00
## 164854                  0.0        0.00        0.00                 0.00
## 164855                  0.0        0.00        0.00                 0.00
## 164856                  0.0        0.00        0.00                 0.00
## 164857                  0.0        0.00        0.00                 0.00
## 164858                  0.0        0.00        0.00                 0.00
## 164859                  0.0        0.00        0.00                 0.00
## 164860                  0.0        0.00        0.00                 0.00
## 164861                  0.0        0.00        0.00                 0.00
## 164862                  0.0        0.00        0.00                 0.00
## 164863                  0.0        0.00        0.00                 0.00
## 164864                  0.0        0.00        0.00                 0.00
## 164865                  0.0        0.00        0.00                 0.00
## 164866                  0.0        0.00        0.00                 0.00
## 164867                  0.0        0.00        0.00                 0.00
## 164868                  0.0        0.00        0.00                 0.00
## 164869                  0.0        0.00        0.00                 0.00
## 164870                  0.0        0.00        0.00                 0.00
## 164871                  0.0        0.00        0.00                 0.00
## 164872                  0.0        0.00        0.00                 0.00
## 164873                  0.0        0.00        0.00                 0.00
## 164874                  0.0        0.00        0.00                 0.00
## 164875                  0.0        0.00        0.00                 0.00
## 164876                  0.0        0.00        0.00                 0.00
## 164877                  0.0        0.00        0.00                 0.00
## 164878                  0.0        0.00        0.00                 0.00
## 164879                  0.0        0.00        0.00                 0.00
## 164880                  0.0        0.00        0.00                 0.00
## 164881                   NA          NA          NA                   NA
## 164882                   NA          NA          NA                   NA
## 164883                   NA          NA          NA                   NA
## 164884                   NA          NA          NA                   NA
## 164885                   NA          NA          NA                   NA
## 164886                   NA          NA          NA                   NA
## 164887                   NA          NA          NA                   NA
## 164888                   NA          NA          NA                   NA
## 164889                   NA          NA          NA                   NA
## 164890                   NA          NA          NA                   NA
## 164891                   NA          NA          NA                   NA
## 164892                   NA          NA          NA                   NA
## 164893                   NA          NA          NA                   NA
## 164894                   NA          NA          NA                   NA
## 164895                   NA          NA          NA                   NA
## 164896                   NA          NA          NA                   NA
## 164897                   NA          NA          NA                   NA
## 164898                   NA          NA          NA                   NA
## 164899                   NA          NA          NA                   NA
## 164900                   NA          NA          NA                   NA
## 164901                   NA          NA          NA                   NA
## 164902                   NA          NA          NA                   NA
## 164903                   NA          NA          NA                   NA
## 164904                   NA          NA          NA                   NA
## 164905                   NA          NA          NA                   NA
## 164906                   NA          NA          NA                   NA
## 164907                   NA          NA          NA                   NA
## 164908                   NA          NA          NA                   NA
## 164909                   NA          NA          NA                   NA
## 164910                   NA          NA          NA                   NA
## 164911                   NA          NA          NA                   NA
## 164912                   NA          NA          NA                   NA
## 164913                   NA          NA          NA                   NA
## 164914                   NA          NA          NA                   NA
## 164915                   NA          NA          NA                   NA
## 164916                   NA          NA          NA                   NA
## 164917                   NA          NA          NA                   NA
## 164918                   NA          NA          NA                   NA
## 164919                   NA          NA          NA                   NA
## 164920                   NA          NA          NA                   NA
## 164921                   NA          NA          NA                   NA
## 164922                   NA          NA          NA                   NA
## 164923                   NA          NA          NA                   NA
## 164924                   NA          NA          NA                   NA
## 164925                   NA          NA          NA                   NA
## 164926                   NA          NA          NA                   NA
## 164927                   NA          NA          NA                   NA
## 164928                   NA          NA          NA                   NA
## 164929                   NA          NA          NA                   NA
## 164930                   NA          NA          NA                   NA
## 164931                   NA          NA          NA                   NA
## 164932                   NA          NA          NA                   NA
## 164933                   NA          NA          NA                   NA
## 164934                   NA          NA          NA                   NA
## 164935                   NA          NA          NA                   NA
## 164936                   NA          NA          NA                   NA
## 164937                   NA          NA          NA                   NA
## 164938                   NA          NA          NA                   NA
## 164939                   NA          NA          NA                   NA
## 164940                  0.0        0.00        0.00                 0.00
## 164941                  0.0        0.00        0.00                 0.00
## 164942                  0.0        0.00        0.00                 0.00
## 164943                  0.0        0.00        0.00                 0.00
## 164944                  0.0        0.00        0.00                 0.00
## 164945                  0.0        0.00        0.00                 0.00
## 164946                  0.0        0.00        0.00                 0.00
## 164947                  0.0        0.00        0.00                 0.00
## 164948                  0.0        0.00        0.00                 0.00
## 164949                  0.0        0.00        0.00                 0.00
## 164950                  0.0        0.00        0.00                 0.00
## 164951                  0.0        0.00        0.00                 0.00
## 164952                  0.0        0.00        0.00                 0.00
## 164953                  0.0        0.00        0.00                 0.00
## 164954                  0.0        0.00        0.00                 0.00
## 164955                  0.0        0.00        0.00                 0.00
## 164956                  0.0        0.00        0.00                 0.00
## 164957                  0.0        0.00        0.00                 0.00
## 164958                  0.0        0.00        0.00                 0.00
## 164959                  0.0        0.00        0.00                 0.00
## 164960                  0.0        0.00        0.00                 1.00
## 164961                  0.0        0.00        0.00                 0.00
## 164962                  0.0        0.00        0.00                 0.00
## 164963                  0.0        0.00        0.00                 0.00
## 164964                  0.0        0.00        0.00                 0.00
## 164965                  0.0        0.00        0.00                 0.00
## 164966                  0.0        0.00        0.00                 0.00
## 164967                  0.0        0.00        0.00                 0.00
## 164968                  0.0        0.00        0.00                 0.00
## 164969                  0.0        0.00        0.00                 0.00
## 164970                  0.0        0.00        0.00                 0.00
## 164971                  0.0        0.00        0.00                 0.00
## 164972                  0.0        0.00        0.00                 0.00
## 164973                  0.0        0.00        0.00                 0.00
## 164974                  0.0        0.00        0.00                 0.00
## 164975                  0.0        0.00        0.00                 0.00
## 164976                  0.0        0.00        0.00                 0.00
## 164977                  0.0        1.50        4.50                 0.00
## 164978                  0.0        0.00        0.00                 0.00
## 164979                  0.0        0.00        0.00                 0.00
## 164980                  0.0        0.00        0.00                 0.00
## 164981                  0.0        0.00        0.00                 0.00
## 164982                  0.0        0.00        0.00                 0.00
## 164983                  0.0        0.00        0.00                 0.00
## 164984                  0.0        0.00        0.00                 0.00
## 164985                  0.0        0.00        0.00                 0.00
## 164986                  0.0        0.00        0.00                 0.00
## 164987                  0.0        0.00        0.00                 0.00
## 164988                  0.0        0.00        1.00                 0.00
## 164989                  0.0        0.00        1.00                 0.00
## 164990                  0.0        0.00        0.00                 0.00
## 164991                  0.0        0.00        0.00                 0.00
## 164992                  0.0        0.00        0.00                 0.00
## 164993                  0.0        0.00        0.00                 0.00
## 164994                  0.0        0.00        0.00                 0.00
## 164995                  0.0        0.80        0.00                 0.00
## 164996                  0.0        3.30        0.00                 0.00
## 164997                  0.0        0.00        0.00                 0.00
## 164998                  0.0        0.00        0.00                 0.00
## 164999                   NA          NA          NA                   NA
## 165000                   NA          NA          NA                   NA
## 165001                   NA          NA          NA                   NA
## 165002                   NA          NA          NA                   NA
## 165003                   NA          NA          NA                   NA
## 165004                   NA          NA          NA                   NA
## 165005                   NA          NA          NA                   NA
## 165006                   NA          NA          NA                   NA
## 165007                   NA          NA          NA                   NA
## 165008                   NA          NA          NA                   NA
## 165009                   NA          NA          NA                   NA
## 165010                   NA          NA          NA                   NA
## 165011                   NA          NA          NA                   NA
## 165012                   NA          NA          NA                   NA
## 165013                   NA          NA          NA                   NA
## 165014                   NA          NA          NA                   NA
## 165015                  0.0        0.00        0.00                 0.00
## 165016                  0.0        0.00        0.00                 0.00
## 165017                  0.0        0.00        0.00                 0.00
## 165018                  0.0        0.00        0.00                 0.00
## 165019                  0.0        0.00        0.00                 0.00
## 165020                  0.0        0.00        0.00                 0.00
## 165021                  0.0        0.00        0.00                 0.00
## 165022                  0.0        0.00        0.00                 0.00
## 165023                  0.0        0.00        0.00                 0.00
## 165024                  0.0        0.00        0.00                 0.00
## 165025                  0.0        0.00        0.00                 0.00
## 165026                  0.0        0.00        0.00                 0.00
## 165027                  0.0        0.00        0.00                 0.00
## 165028                  0.0        0.00        0.00                 0.00
## 165029                  0.0        0.00        0.00                 0.00
## 165030                  0.0        0.00        0.00                 0.00
## 165031                  0.0        0.00        0.00                 0.00
## 165032                  0.0        0.00        0.00                 0.00
## 165033                  0.0        0.00        0.00                 0.00
## 165034                  0.0        0.00        0.00                 0.00
## 165035                  0.0        0.00        0.00                 0.00
## 165036                  0.0        0.00        0.00                 0.00
## 165037                  0.0        0.00        0.00                 0.00
## 165038                  0.0        0.00        0.00                 0.00
## 165039                  0.0        0.00        0.00                 0.00
## 165040                  0.0        0.00        0.00                 0.00
## 165041                  0.0        0.00        0.00                 0.00
## 165042                  0.0        0.00        0.00                 0.00
## 165043                  0.0        0.00        0.00                 0.00
## 165044                  0.0        0.00        0.00                 0.00
## 165045                  0.0        0.00        0.00                 0.00
## 165046                  0.0        0.00        0.00                 0.00
## 165047                  0.0        0.00        0.00                 0.00
## 165048                  0.0        0.00        0.00                 0.00
## 165049                  0.0        0.00        0.00                 0.00
## 165050                  0.0        0.00        0.00                 0.00
## 165051                  0.0        0.00        0.00                 0.00
## 165052                  0.0        0.00        0.00                 0.00
## 165053                  0.0        0.00        0.00                 0.00
## 165054                  0.0        0.00        0.00                 0.00
## 165055                  0.0        0.00        0.00                 0.00
## 165056                  0.0        0.00        0.00                 0.00
## 165057                  0.0        0.00        0.00                 0.00
## 165058                  0.0        0.00        0.00                 0.00
## 165059                  0.0        0.00        0.00                 0.00
## 165060                  0.0        0.00        0.00                 0.00
## 165061                  0.0        0.00        0.00                 0.00
## 165062                  0.0        0.00        0.00                 0.00
## 165063                  0.0        0.00        0.00                 0.00
## 165064                  0.0        0.00        0.00                 0.00
## 165065                  0.0        0.00        0.00                 0.00
## 165066                  0.0        0.00        0.00                 0.00
## 165067                  0.0        0.00        0.00                 0.00
## 165068                  0.0        0.00        0.00                 0.00
## 165069                  0.0        0.00        0.00                 0.00
## 165070                  0.0        0.00        0.00                 0.00
## 165071                  0.0        0.00        0.00                 0.00
## 165072                  0.0        0.00        0.00                 0.00
## 165073                  0.0        0.00        0.00                 0.00
## 165074                  0.0        0.00        0.00                 0.00
## 165075                  0.0       43.00        5.40                 0.00
## 165076                  0.0       20.20        1.70                 0.00
## 165077                  0.0        1.00        0.40                 0.00
## 165078                  0.0        0.00        2.90                 0.00
## 165079                  0.0        2.00        3.00                 0.00
## 165080                  0.0        0.00        3.30                 0.00
## 165081                  0.0        6.00        7.80                 0.00
## 165082                  0.0        0.00        2.90                 0.00
## 165083                  0.0        3.00        4.70                 0.00
## 165084                  0.0        0.00        1.60                 0.00
## 165085                  0.0        0.00        4.70                 0.00
## 165086                  0.0        0.00        4.00                 0.00
## 165087                  0.0        0.00        4.20                 0.00
## 165088                  0.0        2.00        0.80                 0.00
## 165089                  0.0        1.50        4.80                 0.00
## 165090                  0.0        0.00        1.30                 0.00
## 165091                  0.0        3.00        5.10                 0.00
## 165092                  0.0        0.00        1.20                 0.00
## 165093                  0.0        0.00        4.40                 0.00
## 165094                  0.0        0.00        1.50                 0.00
## 165095                  0.0        2.00        0.30                 0.00
## 165096                  0.0       50.20        2.50                 0.00
## 165097                  0.0        0.00        0.00                 0.00
## 165098                  0.0        0.00        0.00                 0.00
## 165099                  0.0        0.00        0.00                 0.00
## 165100                  0.0        0.00        0.00                 0.00
## 165101                  0.0        0.00        0.00                 0.00
## 165102                  0.0        0.00        0.00                 0.00
## 165103                  0.0        0.00        0.00                 0.00
## 165104                  0.0        0.00        0.00                 0.00
## 165105                  0.0        0.00        0.00                 0.00
## 165106                  0.0        0.00        0.00                 0.00
## 165107                  0.0        0.00        0.00                 0.00
## 165108                  0.0        0.00        0.00                 0.00
## 165109                  0.0        0.00        0.00                 0.00
## 165110                  0.0        0.00        0.00                 0.00
## 165111                  0.0        0.00        0.00                 0.00
## 165112                  0.0        0.00        0.00                 0.00
## 165113                  0.0        0.00        0.00                 0.00
## 165114                  0.0        0.00        0.00                 0.00
## 165115                  0.0        0.00        0.00                 0.00
## 165116                  0.0        0.00        0.00                 0.00
## 165117                  0.0        0.00        0.00                 0.00
## 165118                  0.0        0.00        0.00                 0.00
## 165119                  0.0        0.00        0.00                 0.00
## 165120                  0.0        0.00        0.00                 0.00
## 165121                  0.0        0.00        0.00                 0.00
## 165122                  0.0        0.00        0.00                 0.00
## 165123                  0.0        0.00        0.00                 0.00
## 165124                  0.0        0.00        0.00                 0.00
## 165125                  0.0        0.00        0.00                 0.00
## 165126                   NA          NA          NA                   NA
## 165127                   NA          NA          NA                   NA
## 165128                   NA          NA          NA                   NA
## 165129                   NA          NA          NA                   NA
## 165130                   NA          NA          NA                   NA
## 165131                   NA          NA          NA                   NA
## 165132                   NA          NA          NA                   NA
## 165133                   NA          NA          NA                   NA
## 165134                   NA          NA          NA                   NA
## 165135                   NA          NA          NA                   NA
##        lsmgoconsboiler lsmgoconsigg lsmgoconscargopack
## 164349            0.00          0.0              0.000
## 164350            0.00          0.0              0.000
## 164351            0.00          0.0              0.000
## 164352            0.00          0.0              0.000
## 164353            0.00          0.0              0.000
## 164354            0.00          0.0              0.000
## 164355            0.00          0.0              0.000
## 164356            0.00          0.0              0.000
## 164357            0.00          0.0              0.000
## 164358            0.00          0.0              0.000
## 164359            0.00          0.0              0.000
## 164360            0.00          0.0              0.000
## 164361            0.00          0.0              0.000
## 164362            0.00          0.0              0.000
## 164363            0.00          0.0              0.000
## 164364            0.00          0.0              0.000
## 164365            0.00          0.0              0.000
## 164366            0.00          0.0              0.000
## 164367            0.00          0.0              0.000
## 164368            0.00          0.0              0.000
## 164369            0.00          0.0              0.000
## 164370            0.00          0.0              0.000
## 164371            0.00          0.0              0.000
## 164372            0.00          0.0              0.000
## 164373            0.00          0.0              0.000
## 164374            0.00          0.0              0.000
## 164375            0.00          0.0              0.000
## 164376            0.00          0.0              0.000
## 164377            0.00          0.0              0.000
## 164378            0.00          0.0              0.000
## 164379            0.00          0.0              0.000
## 164380            0.00          0.0              0.000
## 164381            0.00          0.0              0.000
## 164382            0.00          0.0              0.000
## 164383            0.00          0.0              0.000
## 164384            0.00          0.0              0.000
## 164385            0.00          0.0              0.000
## 164386            0.00          0.0              0.000
## 164387            0.00          0.0              0.000
## 164388            0.00          0.0              0.000
## 164389            0.00          0.0              0.000
## 164390            0.00          0.0              0.000
## 164391            0.00          0.0              0.000
## 164392            0.00          0.0              0.000
## 164393            0.00          0.0              0.000
## 164394            0.00          0.0              0.000
## 164395            0.00          0.0              0.000
## 164396            0.00          0.0              0.000
## 164397            0.00          0.0              0.000
## 164398            0.00          0.0              0.000
## 164399            0.00          0.0              0.000
## 164400            0.00          0.0              0.000
## 164401            0.00          0.0              0.000
## 164402              NA           NA                 NA
## 164403              NA           NA                 NA
## 164404              NA           NA                 NA
## 164405              NA           NA                 NA
## 164406              NA           NA                 NA
## 164407              NA           NA                 NA
## 164408              NA           NA                 NA
## 164409              NA           NA                 NA
## 164410              NA           NA                 NA
## 164411              NA           NA                 NA
## 164412              NA           NA                 NA
## 164413              NA           NA                 NA
## 164414              NA           NA                 NA
## 164415              NA           NA                 NA
## 164416              NA           NA                 NA
## 164417            0.00          0.0              0.000
## 164418            0.00          0.0              0.000
## 164419            0.00          0.0              0.000
## 164420            0.00          0.0              0.000
## 164421            0.00          0.0              0.000
## 164422            0.00          0.0              0.000
## 164423            0.00          0.0              0.000
## 164424            0.00          0.0              0.000
## 164425              NA           NA                 NA
## 164426            0.00          0.0              0.000
## 164427              NA           NA                 NA
## 164428            0.00          0.0              0.000
## 164429            0.00          0.0              0.000
## 164430            0.00          0.0              0.000
## 164431            0.00          0.0              0.000
## 164432            0.00          0.0              0.000
## 164433            0.00          0.0              0.000
## 164434            0.00          0.0              0.000
## 164435            0.00          0.0              0.000
## 164436            0.00          0.0              0.000
## 164437            0.00          0.0              0.000
## 164438            0.00          0.0              0.000
## 164439            0.00          0.0              0.000
## 164440            0.00          0.0              0.000
## 164441            0.00          0.0              0.000
## 164442            0.00          0.0              0.000
## 164443            0.00          0.0              0.000
## 164444            0.00          0.0              0.000
## 164445            0.00          0.0              0.000
## 164446            0.00          0.0              0.000
## 164447            0.00          0.0              0.000
## 164448            0.00          0.0              0.000
## 164449            0.00          0.0              0.000
## 164450            0.00          0.0              0.000
## 164451            0.00          0.0              0.000
## 164452            0.00          0.0              0.000
## 164453              NA           NA                 NA
## 164454            0.00          0.0              0.000
## 164455            0.00          0.0              0.000
## 164456            0.00          0.0              0.000
## 164457              NA           NA                 NA
## 164458              NA           NA                 NA
## 164459              NA           NA                 NA
## 164460              NA           NA                 NA
## 164461              NA           NA                 NA
## 164462              NA           NA                 NA
## 164463              NA           NA                 NA
## 164464              NA           NA                 NA
## 164465              NA           NA                 NA
## 164466              NA           NA                 NA
## 164467            0.00          0.0              0.000
## 164468            0.00          0.0              0.000
## 164469            0.00          0.0              0.000
## 164470            0.00          0.0              0.000
## 164471            0.00          0.0              0.000
## 164472            0.00          0.0              0.000
## 164473              NA           NA                 NA
## 164474              NA           NA                 NA
## 164475              NA           NA                 NA
## 164476              NA           NA                 NA
## 164477              NA           NA                 NA
## 164478              NA           NA                 NA
## 164479              NA           NA                 NA
## 164480              NA           NA                 NA
## 164481              NA           NA                 NA
## 164482              NA           NA                 NA
## 164483              NA           NA                 NA
## 164484              NA           NA                 NA
## 164485            0.00          0.0              0.000
## 164486            0.00          0.0              0.000
## 164487            0.00          0.0              0.000
## 164488            0.00          0.0              0.000
## 164489            0.00          0.0              0.000
## 164490            0.00          0.0              0.000
## 164491            0.00          0.0              0.000
## 164492            0.00          0.0              0.000
## 164493            0.00          0.0              0.000
## 164494            0.00          0.0              0.000
## 164495            0.00          0.0              0.000
## 164496            0.00          0.0              0.000
## 164497            0.00          0.0              0.000
## 164498            0.00          0.0              0.000
## 164499            0.00          0.0              0.000
## 164500            0.00          0.0              0.000
## 164501            0.00          0.0              0.000
## 164502            0.00          0.0              0.000
## 164503            0.00          0.0              0.000
## 164504            0.00          0.0              0.000
## 164505            0.00          0.0              0.000
## 164506            0.00          0.0              0.000
## 164507            0.00          0.0              0.000
## 164508            0.00          0.0              0.000
## 164509            0.00          0.0              0.000
## 164510            0.00          0.0              0.000
## 164511            0.00          0.0              0.000
## 164512            0.00          0.0              0.000
## 164513            0.00          0.0              0.000
## 164514              NA           NA                 NA
## 164515              NA           NA                 NA
## 164516              NA           NA                 NA
## 164517              NA           NA                 NA
## 164518              NA           NA                 NA
## 164519              NA           NA                 NA
## 164520            0.00          0.0              0.000
## 164521            0.00          0.0              0.000
## 164522            0.00          0.0              0.000
## 164523            0.00          0.0              0.000
## 164524            0.00          0.0              0.000
## 164525            0.00          0.0              0.000
## 164526            0.00          0.0              0.000
## 164527            0.00          0.0              0.000
## 164528            0.00          0.0              0.000
## 164529            0.00          0.0              0.000
## 164530            0.00          0.0              0.000
## 164531            0.00          0.0              0.000
## 164532            0.00          0.0              0.000
## 164533            0.00          0.0              0.000
## 164534            0.00          0.0              0.000
## 164535            0.00          0.0              0.000
## 164536            0.00          0.0              0.000
## 164537            0.00          0.0              0.000
## 164538            0.00          0.0              0.000
## 164539            0.00          0.0              0.000
## 164540            0.00          0.0              0.000
## 164541            0.00          0.0              0.000
## 164542            0.00          0.0              0.000
## 164543            0.00          0.0              0.000
## 164544            0.00          0.0              0.000
## 164545            0.00          0.0              0.000
## 164546            0.00          0.0              0.000
## 164547            0.00          0.0              0.000
## 164548            0.00          0.0              0.000
## 164549            0.00          0.0              0.000
## 164550            1.10          0.0              0.000
## 164551            0.30          0.0              0.000
## 164552            1.00          0.0              0.000
## 164553           33.80          0.0              0.000
## 164554           29.50          0.0              0.000
## 164555           21.00          0.0              0.000
## 164556           17.50          0.0              0.000
## 164557           37.40          0.0              0.000
## 164558            0.00          0.0              0.000
## 164559            0.10          0.0              0.000
## 164560            0.30          0.0              0.000
## 164561            0.50          0.0              0.000
## 164562            0.00          0.0              0.000
## 164563            0.00          0.0              0.000
## 164564            0.00          0.0              0.000
## 164565            0.00          0.0              0.000
## 164566            0.00          0.0              0.000
## 164567            0.00          0.0              0.000
## 164568            0.00          0.0              0.000
## 164569            0.00          0.0              0.000
## 164570            0.00          0.0              0.000
## 164571            0.00          0.0              0.000
## 164572            0.00          0.0              0.000
## 164573            0.00          0.0              0.000
## 164574            0.00          0.0              0.000
## 164575            0.00          0.0              0.000
## 164576              NA           NA                 NA
## 164577              NA           NA                 NA
## 164578            0.00          0.0              0.000
## 164579            0.00          0.0              0.000
## 164580            0.00          0.0              0.000
## 164581            0.00          0.0              0.000
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## 165101            0.00          0.0              0.000
## 165102            0.00          0.0              0.000
## 165103            0.00          0.0              0.000
## 165104            0.00          0.0              0.000
## 165105            0.00          0.0              0.000
## 165106            0.00          0.0              0.000
## 165107            0.00          0.0              0.000
## 165108            0.00          0.0              0.000
## 165109            0.00          0.0              0.000
## 165110            0.00          0.0              0.000
## 165111            0.00          0.0              0.000
## 165112            0.00          0.0              0.000
## 165113            0.00          0.0              0.000
## 165114            0.00          0.0              0.000
## 165115            0.00          0.0              0.000
## 165116            0.00          0.0              0.000
## 165117            0.00          0.0              0.000
## 165118            0.00          0.0              0.000
## 165119            0.00          0.0              0.000
## 165120            0.00          0.0              0.000
## 165121            0.00          0.0              0.000
## 165122            0.00          0.0              0.000
## 165123            0.00          0.0              0.000
## 165124            0.00          0.0              0.000
## 165125            0.00          0.0              0.000
## 165126              NA           NA                 NA
## 165127              NA           NA                 NA
## 165128              NA           NA                 NA
## 165129              NA           NA                 NA
## 165130              NA           NA                 NA
## 165131              NA           NA                 NA
## 165132              NA           NA                 NA
## 165133              NA           NA                 NA
## 165134              NA           NA                 NA
## 165135              NA           NA                 NA
##        lsmgoconssulfurcontent cylinderoilcons systemoilcons wxconsdo
## 164349                 0.0500             500             0       NA
## 164350                 0.0500             480             0       NA
## 164351                 0.0500              20             0       NA
## 164352                 0.0500             490             0       NA
## 164353                 0.0500             490             0       NA
## 164354                 0.0500             500             0       NA
## 164355                 0.0500             490             0       NA
## 164356                 0.0500              70             0       NA
## 164357                 0.0500             500             0       NA
## 164358                 0.0500             510             0       NA
## 164359                 0.0000              72             0       NA
## 164360                 0.0500             470             0       NA
## 164361                 0.0000             207             0       NA
## 164362                 0.0000             252             0       NA
## 164363                 0.0000             490             0       NA
## 164364                 0.0000             470             0       NA
## 164365                 0.0000             480             0       NA
## 164366                 0.0000             510             0       NA
## 164367                 0.0000             460             0       NA
## 164368                 0.0000             490             0       NA
## 164369                 0.0000             490             0       NA
## 164370                 0.0000             480             0       NA
## 164371                 0.0000             470             0       NA
## 164372                 0.0000             480             0       NA
## 164373                 0.0500             520             0       NA
## 164374                 0.0000               0             0       NA
## 164375                 0.0000               0             0       NA
## 164376                 0.0500             100             0       NA
## 164377                 0.0000               4             0       NA
## 164378                 0.0500             505             0       NA
## 164379                 0.0500             470             0       NA
## 164380                 0.0500             490             0       NA
## 164381                 0.0500             500             0       NA
## 164382                 0.0500             440             0       NA
## 164383                 0.0500             470             0       NA
## 164384                 0.0500              50             0       NA
## 164385                 0.5000              10             0       NA
## 164386                 0.0000               3             0       NA
## 164387                 0.0000             450             0       NA
## 164388                 0.0000             470             0       NA
## 164389                 0.0000              40             0       NA
## 164390                 0.0000               0             0       NA
## 164391                 0.0000               0             0       NA
## 164392                 5.0000               0             0       NA
## 164393                 0.0000               0             0       NA
## 164394                 0.0000               0             0       NA
## 164395                 0.0000              22             0       NA
## 164396                 0.0000               0             0       NA
## 164397                 0.0000               0             0       NA
## 164398                 0.0000               8             0       NA
## 164399                 0.0000             490             0       NA
## 164400                 0.0500               0             0       NA
## 164401                 0.0500              10             0       NA
## 164402                     NA              NA            NA       NA
## 164403                     NA              NA            NA       NA
## 164404                     NA              NA            NA       NA
## 164405                     NA              NA            NA       NA
## 164406                     NA              NA            NA       NA
## 164407                     NA              NA            NA       NA
## 164408                     NA              NA            NA       NA
## 164409                     NA              NA            NA       NA
## 164410                     NA              NA            NA       NA
## 164411                     NA              NA            NA       NA
## 164412                     NA              NA            NA       NA
## 164413                     NA              NA            NA       NA
## 164414                     NA              NA            NA       NA
## 164415                     NA              NA            NA       NA
## 164416                     NA              NA            NA       NA
## 164417                 0.0500             340             0       NA
## 164418                 0.0500              25             0       NA
## 164419                 0.0500               0             0       NA
## 164420                 0.0500              20             0       NA
## 164421                 0.0500               0             0       NA
## 164422                 0.0500               0             0       NA
## 164423                 0.0500              40             0       NA
## 164424                 0.0500             420             0       NA
## 164425                     NA              NA            NA       NA
## 164426                 0.0500               0             0       NA
## 164427                     NA              NA            NA       NA
## 164428                 0.0000               0             0       NA
## 164429                 0.0500             400             0       NA
## 164430                 0.0500             390             0       NA
## 164431                 0.0500             410             0       NA
## 164432                 0.0500             420             0       NA
## 164433                 0.0500             430             0       NA
## 164434                 0.0500             440             0       NA
## 164435                 0.0500             400             0       NA
## 164436                 0.0500             400             0       NA
## 164437                 0.0500             440             0       NA
## 164438                 0.0500             450             0       NA
## 164439                 0.0500             370             0       NA
## 164440                 0.0500             400             0       NA
## 164441                 0.0500             400             0       NA
## 164442                 0.0500             490             0       NA
## 164443                 0.0500             530             0       NA
## 164444                 0.0500             570             0       NA
## 164445                 0.0500             500             0       NA
## 164446                 0.0500             440             0       NA
## 164447                 0.0500             460             0       NA
## 164448                 0.0500             460             0       NA
## 164449                 0.0500             450             0       NA
## 164450                 0.0500             450             0       NA
## 164451                 0.0500             410             0       NA
## 164452                 0.0500             420             0       NA
## 164453                     NA              NA            NA       NA
## 164454                 0.0000               0             0       NA
## 164455                 0.0000               0             0       NA
## 164456                 0.0000               0             0       NA
## 164457                     NA              NA            NA       NA
## 164458                     NA               0             0       NA
## 164459                     NA              30            NA       NA
## 164460                     NA             400            NA       NA
## 164461                     NA             380            NA       NA
## 164462                     NA             390            NA       NA
## 164463                     NA             380            NA       NA
## 164464                     NA             400            NA       NA
## 164465                     NA             380            NA       NA
## 164466                     NA             390            NA       NA
## 164467                 0.0500             540             0       NA
## 164468                 0.0500             430             0       NA
## 164469                 0.0000             460             0       NA
## 164470                 0.0000             470             0       NA
## 164471                 0.0000             460             0       NA
## 164472                 0.0000             510             0       NA
## 164473                     NA              70            NA       NA
## 164474                     NA             550            NA       NA
## 164475                     NA             520            NA       NA
## 164476                     NA             510            NA       NA
## 164477                     NA             440            NA       NA
## 164478                     NA             430            NA       NA
## 164479                     NA             420            NA       NA
## 164480                     NA             450            NA       NA
## 164481                     NA             620            NA       NA
## 164482                     NA             600            NA       NA
## 164483                     NA             160             0       NA
## 164484                     NA               0             0       NA
## 164485                 0.0000             470             0       NA
## 164486                 0.0000             500             0       NA
## 164487                 0.0000             500             0       NA
## 164488                 0.0000             470             0       NA
## 164489                 0.0000             490             0       NA
## 164490                 0.0000             480             0       NA
## 164491                 0.0000             500             0       NA
## 164492                 0.0000             510             0       NA
## 164493                 0.0000             490             0       NA
## 164494                 0.0000             530             0       NA
## 164495                 0.0000             490             0       NA
## 164496                 0.0000             510             0       NA
## 164497                 0.0000             480             0       NA
## 164498                 0.0000             440             0       NA
## 164499                 0.0000             380             0       NA
## 164500                 0.0000             460             0       NA
## 164501                 0.0000             520             0       NA
## 164502                 0.0000             530             0       NA
## 164503                 0.0000             470             0       NA
## 164504                 0.0000             180             0       NA
## 164505                 0.0000             520             0       NA
## 164506                 0.0000             290             0       NA
## 164507                 0.0000              20             0       NA
## 164508                 0.0000               0             0       NA
## 164509                 0.0000               0             0       NA
## 164510                 0.0000               0             0       NA
## 164511                 0.0000               0             0       NA
## 164512                 0.0000               0             0       NA
## 164513                 0.0000               0             0       NA
## 164514                     NA              70             0       NA
## 164515                     NA              NA            NA       NA
## 164516                     NA              NA            NA       NA
## 164517                     NA              NA            NA       NA
## 164518                     NA              NA            NA       NA
## 164519                     NA              NA            NA       NA
## 164520                 0.0000             520             0       NA
## 164521                 0.0000             510             0       NA
## 164522                 0.0000             480             0       NA
## 164523                 0.0000             270             0       NA
## 164524                 0.0000             480             0       NA
## 164525                 0.0000             420             0       NA
## 164526                 0.0000             550             0       NA
## 164527                 0.0000             550             0       NA
## 164528                 0.0000             520             0       NA
## 164529                 0.0000             500             0       NA
## 164530                 0.0000             530             0       NA
## 164531                 0.0000             500             0       NA
## 164532                 0.0000             480             0       NA
## 164533                 0.0000             490             0       NA
## 164534                 0.0000             490             0       NA
## 164535                 0.0000             490             0       NA
## 164536                 0.0000             460             0       NA
## 164537                 0.0000             450             0       NA
## 164538                 0.0000             350             0       NA
## 164539                 0.0000             380             0       NA
## 164540                 0.0000             430             0       NA
## 164541                 0.0000             380             0       NA
## 164542                 0.0000             460             0       NA
## 164543                 0.0000             460             0       NA
## 164544                 0.0000             350             0       NA
## 164545                 0.0000             420             0       NA
## 164546                 0.0000             440             0       NA
## 164547                 0.0000             390             0       NA
## 164548                 0.0000             430             0       NA
## 164549                 0.0000             550             0       NA
## 164550                 0.0500             320             0       NA
## 164551                 0.0500              30             0       NA
## 164552                 0.0000              10             0       NA
## 164553                 0.0000              20             0       NA
## 164554                 0.0000              10             0       NA
## 164555                 0.0000              10             0       NA
## 164556                 0.0000              30             0       NA
## 164557                 0.0000              20             0       NA
## 164558                 0.0500               0             0       NA
## 164559                 0.0500              10             0       NA
## 164560                 0.0500             110             0       NA
## 164561                 0.0500             330             0       NA
## 164562                 0.0500             320             0       NA
## 164563                 0.0500             330             0       NA
## 164564                 0.0500             330             0       NA
## 164565                 0.0500             330             0       NA
## 164566                 0.0500             330             0       NA
## 164567                 0.0500             330             0       NA
## 164568                 0.0000               0             0       NA
## 164569                 0.0000               0             0       NA
## 164570                 0.0000               0             0       NA
## 164571                 0.0000               0             0       NA
## 164572                 0.0000               0             0       NA
## 164573                 0.0000               0             0       NA
## 164574                 0.0000               0             0       NA
## 164575                 0.0000              10             0       NA
## 164576                     NA             480            NA       NA
## 164577                     NA             490            NA       NA
## 164578                 0.0000               0             0       NA
## 164579                 0.0000              10             0       NA
## 164580                 0.0000              10             0       NA
## 164581                 0.0000             220             0       NA
## 164582                 0.0000             440             0       NA
## 164583                 0.0000             430             0       NA
## 164584                 0.0000             450             0       NA
## 164585                 0.0000             440             0       NA
## 164586                 0.0000             450             0       NA
## 164587                 0.0000             470             0       NA
## 164588                 0.0000             450             0       NA
## 164589                 0.0000             470             0       NA
## 164590                 0.0000               5             0       NA
## 164591                 0.0000              15             0       NA
## 164592                 0.0000             180             0       NA
## 164593                 0.0000             320             0       NA
## 164594                 0.0000             340             0       NA
## 164595                 0.0000             330             0       NA
## 164596                 0.0000             330             0       NA
## 164597                 0.0000             360             0       NA
## 164598                 0.0000             350             0       NA
## 164599                 0.0000             330             0       NA
## 164600                 0.0000             330             0       NA
## 164601                 0.0000             120             0       NA
## 164602                 0.0000              10             0       NA
## 164603                 0.0000               0             0       NA
## 164604                 0.0000               0             0       NA
## 164605                 0.0000              10             0       NA
## 164606                     NA             160            NA       NA
## 164607                     NA             210             0       NA
## 164608                     NA               0             0       NA
## 164609                     NA             110            NA       NA
## 164610                     NA              30             0       NA
## 164611                     NA              NA            NA       NA
## 164612                     NA               0             0       NA
## 164613                     NA             220            NA       NA
## 164614                     NA             120             0       NA
## 164615                     NA              NA            NA       NA
## 164616                     NA              NA            NA       NA
## 164617                     NA               0             0       NA
## 164618                     NA             110             0       NA
## 164619                     NA              NA            NA       NA
## 164620                     NA              NA            NA       NA
## 164621                     NA              NA            NA       NA
## 164622                     NA              NA            NA       NA
## 164623                     NA               0             0       NA
## 164624                     NA             360            NA       NA
## 164625                     NA             620            NA       NA
## 164626                     NA             640            NA       NA
## 164627                     NA             430            NA       NA
## 164628                     NA             450            NA       NA
## 164629                     NA             410            NA       NA
## 164630                     NA             440            NA       NA
## 164631                     NA             410            NA       NA
## 164632                     NA             440            NA       NA
## 164633                     NA             460            NA       NA
## 164634                     NA             460            NA       NA
## 164635                 0.0000             460             0       NA
## 164636                 0.0000             470             0       NA
## 164637                 0.0000             460             0       NA
## 164638                 0.0000             490             0       NA
## 164639                 0.0000             460             0       NA
## 164640                 0.0000             540             0       NA
## 164641                 0.0000             200             0       NA
## 164642                 0.0000              10             0       NA
## 164643                 0.0000              50             0       NA
## 164644                 0.0000              35             0       NA
## 164645                 0.0000               0             0       NA
## 164646                 0.0000             145             0       NA
## 164647                 0.0000              84             0       NA
## 164648                 0.0000              43             0       NA
## 164649                 0.0000               0             0       NA
## 164650                 0.0000               0             0       NA
## 164651                 0.0000               0             0       NA
## 164652                 0.0000              30             0       NA
## 164653                 0.0000             230             0       NA
## 164654                 0.0000             428             0       NA
## 164655                 0.0000             445             0       NA
## 164656                 0.0000             456             0       NA
## 164657                 0.0000             424             0       NA
## 164658                 0.0000             303             0       NA
## 164659                 0.0000             325             0       NA
## 164660                 0.0000             471             0       NA
## 164661                 0.0000             471             0       NA
## 164662                 0.0000             161             0       NA
## 164663                 0.0000              20             0       NA
## 164664                 0.0000              10             0       NA
## 164665                 0.0000              10             0       NA
## 164666                 0.0000              10             0       NA
## 164667                 0.0000               0             0       NA
## 164668                 0.0000              10             0       NA
## 164669                 0.0000              26             0       NA
## 164670                     NA             400            NA       NA
## 164671                     NA             470            NA       NA
## 164672                     NA             460            NA       NA
## 164673                     NA             380            NA       NA
## 164674                     NA              40             0       NA
## 164675                     NA               0             0       NA
## 164676                     NA             220            NA       NA
## 164677                     NA             310             0       NA
## 164678                     NA              NA            NA       NA
## 164679                     NA               0             0       NA
## 164680                     NA             260            NA       NA
## 164681                     NA             570            NA       NA
## 164682                     NA             560            NA       NA
## 164683                     NA             640            NA       NA
## 164684                     NA             590            NA       NA
## 164685                     NA             560            NA       NA
## 164686                     NA             520            NA       NA
## 164687                     NA             530            NA       NA
## 164688                     NA             580            NA       NA
## 164689                     NA             550            NA       NA
## 164690                     NA             570            NA       NA
## 164691                     NA             570            NA       NA
## 164692                     NA             550            NA       NA
## 164693                     NA             540            NA       NA
## 164694                     NA             550            NA       NA
## 164695                     NA             550            NA       NA
## 164696                     NA             620            NA       NA
## 164697                 0.0500             440             0       NA
## 164698                 0.0500             400             0       NA
## 164699                     NA             640            NA       NA
## 164700                     NA             530            NA       NA
## 164701                     NA             490            NA       NA
## 164702                     NA             380            NA       NA
## 164703                     NA             430            NA       NA
## 164704                     NA             410            NA       NA
## 164705                     NA             400            NA       NA
## 164706                     NA             380             0       NA
## 164707                     NA              NA            NA       NA
## 164708                     NA              NA            NA       NA
## 164709                     NA              NA            NA       NA
## 164710                     NA              NA            NA       NA
## 164711                     NA              NA            NA       NA
## 164712                     NA              NA            NA       NA
## 164713                     NA              NA            NA       NA
## 164714                     NA              NA            NA       NA
## 164715                     NA               0             0       NA
## 164716                 0.0000               0             0       NA
## 164717                 0.0000              20             0       NA
## 164718                 0.0000             220             0       NA
## 164719                 0.0000             180             0       NA
## 164720                 0.0000              30             0       NA
## 164721                 0.0000               0             0       NA
## 164722                 0.0000              30             0       NA
## 164723                 0.0000               0             0       NA
## 164724                 0.0000               0             0       NA
## 164725                 0.0000              20             0       NA
## 164726                 0.0000             360             0       NA
## 164727                 0.0000             460             0       NA
## 164728                 0.0000             510             0       NA
## 164729                 0.0000             570             0       NA
## 164730                 0.0000             520             0       NA
## 164731                 0.0000             490             0       NA
## 164732                 0.0000             440             0       NA
## 164733                 0.0000             510             0       NA
## 164734                 0.0000             510             0       NA
## 164735                 0.0000             490             0       NA
## 164736                 0.0000             510             0       NA
## 164737                 0.0000              30             0       NA
## 164738                 0.0000              10             0       NA
## 164739                 0.0000               0             0       NA
## 164740                 0.0000               0             0       NA
## 164741                 0.0000               0             0       NA
## 164742                 0.0000               0             0       NA
## 164743                 0.0000             230             0       NA
## 164744                 0.0000             250             0       NA
## 164745                 0.0000             230             0       NA
## 164746                 0.0000             210             0       NA
## 164747                 0.0000             230             0       NA
## 164748                 0.0000             240             0       NA
## 164749                 0.0000             190             0       NA
## 164750                 0.0000             220             0       NA
## 164751                 0.0000             330             0       NA
## 164752                 0.0000             340             0       NA
## 164753                 0.0000             360             0       NA
## 164754                 0.0000              40             0       NA
## 164755                 0.0000               0             0       NA
## 164756                 0.0000               0             0       NA
## 164757                 0.0000               0             0       NA
## 164758                 0.0000              90             0       NA
## 164759                 0.0000               0             0       NA
## 164760                 0.0000               0             0       NA
## 164761                 0.0000              20             0       NA
## 164762                 0.0500             420             0       NA
## 164763                 0.0500             420             0       NA
## 164764                 0.0500             425             0       NA
## 164765                 0.0500             415             0       NA
## 164766                 0.0500             400             0       NA
## 164767                 0.0500             405             0       NA
## 164768                 0.0500             425             0       NA
## 164769                 0.0500             410             0       NA
## 164770                 0.0500             425             0       NA
## 164771                 0.0500             430             0       NA
## 164772                 0.0500             440             0       NA
## 164773                 0.0500             460             0       NA
## 164774                 0.0500             440             0       NA
## 164775                 0.0500             450             0       NA
## 164776                 0.0500             440             0       NA
## 164777                 0.0500             450             0       NA
## 164778                 0.0500             455             0       NA
## 164779                 0.0500             455             0       NA
## 164780                 0.0500             460             0       NA
## 164781                 0.0500             440             0       NA
## 164782                 0.0500             465             0       NA
## 164783                 0.0500             460             0       NA
## 164784                 0.0500             430             0       NA
## 164785                 0.0500             485             0       NA
## 164786                 0.0500             460             0       NA
## 164787                 0.0500             300             0       NA
## 164788                 0.0500              10             0       NA
## 164789                 0.0500               0             0       NA
## 164790                 0.0500               0             0       NA
## 164791                 0.0000              20             0       NA
## 164792                 0.0000             290             0       NA
## 164793                 0.0000             470             0       NA
## 164794                 0.0000             460             0       NA
## 164795                 0.0000             450             0       NA
## 164796                 0.0000             460             0       NA
## 164797                 0.0000             300             0       NA
## 164798                 0.0000              20             0       NA
## 164799                 0.0000               0             0       NA
## 164800                 0.0000              10             0       NA
## 164801                 0.0000             330             0       NA
## 164802                 0.0000              10             0       NA
## 164803                 0.0000               0             0       NA
## 164804                 0.0000               0             0       NA
## 164805                 0.0000              30             0       NA
## 164806                 0.0000             160             0       NA
## 164807                 0.0000             400             0       NA
## 164808                 0.0000             460             0       NA
## 164809                 0.0000             300             0       NA
## 164810                 0.0000              10             0       NA
## 164811                 0.0000               0             0       NA
## 164812                 0.0000               0             0       NA
## 164813                 0.0000              10             0       NA
## 164814                 0.0000             170             0       NA
## 164815                 0.0000             310             0       NA
## 164816                 0.0000             310             0       NA
## 164817                 0.0000             310             0       NA
## 164818                 0.0000             310             0       NA
## 164819                 0.0000             310             0       NA
## 164820                 0.0000             300             0       NA
## 164821                 0.0000             290             0       NA
## 164822                 0.0000             290             0       NA
## 164823                 0.0000             220             0       NA
## 164824                 0.0000              10             0       NA
## 164825                 0.0000               0             0       NA
## 164826                 0.0000               0             0       NA
## 164827                 0.0000              10             0       NA
## 164828                 0.0000              10             0       NA
## 164829                 0.0000              20             0       NA
## 164830                 0.0000             440             0       NA
## 164831                 0.0000             400             0       NA
## 164832                 0.0000             310             0       NA
## 164833                 0.0000             380             0       NA
## 164834                 0.0000             340             0       NA
## 164835                 0.0000             390             0       NA
## 164836                 0.0000             430             0       NA
## 164837                 0.0000             430             0       NA
## 164838                 0.0000             430             0       NA
## 164839                 0.0000             440             0       NA
## 164840                 0.0000              10             0       NA
## 164841                 0.0000               0             0       NA
## 164842                 0.0000              10             0       NA
## 164843                 0.0000             180             0       NA
## 164844                 0.0000             270             0       NA
## 164845                 0.0000              10             0       NA
## 164846                 0.0000               0             0       NA
## 164847                 0.0000               0             0       NA
## 164848                 0.0000              30             0       NA
## 164849                 0.0000             280             0       NA
## 164850                 0.0000             340             0       NA
## 164851                 0.0000             350             0       NA
## 164852                 0.0000             330             0       NA
## 164853                 0.0000             340             0       NA
## 164854                 0.0000             470             0       NA
## 164855                 0.0000             480             0       NA
## 164856                 0.0000             410             0       NA
## 164857                 0.0000             480             0       NA
## 164858                 0.0000             380             0       NA
## 164859                 0.0000             320             0       NA
## 164860                 0.0000             200             0       NA
## 164861                 0.0000              10             0       NA
## 164862                 0.0000               0             0       NA
## 164863                 0.0000               0             0       NA
## 164864                 0.0000               0             0       NA
## 164865                 0.0000              40             0       NA
## 164866                 0.0000             350             0       NA
## 164867                 0.0000              60             0       NA
## 164868                 0.0000              20             0       NA
## 164869                 0.0000               0             0       NA
## 164870                 0.0000              20             0       NA
## 164871                 0.0000               0             0       NA
## 164872                 0.0000               0             0       NA
## 164873                 0.0000              20             0       NA
## 164874                 0.0000             310             0       NA
## 164875                 0.0000             470             0       NA
## 164876                 0.0000             460             0       NA
## 164877                 0.0000             470             0       NA
## 164878                 0.0000             470             0       NA
## 164879                 0.0000             360             0       NA
## 164880                 0.0000             330             0       NA
## 164881                     NA             370            NA       NA
## 164882                     NA             390            NA       NA
## 164883                     NA             300             0       NA
## 164884                     NA              NA            NA       NA
## 164885                     NA              NA            NA       NA
## 164886                     NA               0             0       NA
## 164887                     NA              32            NA       NA
## 164888                     NA             360            NA       NA
## 164889                     NA              90             0       NA
## 164890                     NA              NA            NA       NA
## 164891                     NA              NA            NA       NA
## 164892                     NA               0             0       NA
## 164893                     NA             360            NA       NA
## 164894                     NA             420            NA       NA
## 164895                     NA             460            NA       NA
## 164896                     NA             450            NA       NA
## 164897                     NA             490            NA       NA
## 164898                     NA             470            NA       NA
## 164899                     NA             500            NA       NA
## 164900                     NA             570            NA       NA
## 164901                     NA             540            NA       NA
## 164902                     NA             540            NA       NA
## 164903                     NA             520            NA       NA
## 164904                     NA             300            NA       NA
## 164905                     NA             400            NA       NA
## 164906                     NA             650            NA       NA
## 164907                     NA             650            NA       NA
## 164908                     NA             650            NA       NA
## 164909                     NA             100             0       NA
## 164910                     NA              NA            NA       NA
## 164911                     NA              NA            NA       NA
## 164912                     NA               0             0       NA
## 164913                     NA             240            NA       NA
## 164914                     NA             420            NA       NA
## 164915                     NA             410            NA       NA
## 164916                     NA             400            NA       NA
## 164917                     NA             430            NA       NA
## 164918                     NA             450            NA       NA
## 164919                     NA             410            NA       NA
## 164920                     NA             460            NA       NA
## 164921                     NA             410            NA       NA
## 164922                     NA             430            NA       NA
## 164923                     NA             420            NA       NA
## 164924                     NA             430            NA       NA
## 164925                     NA             430            NA       NA
## 164926                     NA             300            NA       NA
## 164927                     NA             150            NA       NA
## 164928                     NA              90             0       NA
## 164929                     NA              NA            NA       NA
## 164930                     NA               0             0       NA
## 164931                     NA              70            NA       NA
## 164932                     NA             310             0       NA
## 164933                     NA              NA            NA       NA
## 164934                     NA               0             0       NA
## 164935                     NA             210             0       NA
## 164936                     NA              NA            NA       NA
## 164937                     NA               0             0       NA
## 164938                     NA             290            NA       NA
## 164939                     NA             410            NA       NA
## 164940                 0.0000             337             0       NA
## 164941                 0.0000              78             0       NA
## 164942                 0.0000               9             0       NA
## 164943                 0.0000               0             0       NA
## 164944                 0.0000               1             0       NA
## 164945                 0.0000               5             0       NA
## 164946                 0.0000             237             0       NA
## 164947                 0.0000             395             0       NA
## 164948                 0.0000             100             0       NA
## 164949                 0.0000              12             0       NA
## 164950                 0.0000              11             0       NA
## 164951                 0.0000               0             0       NA
## 164952                 0.0000              27             0       NA
## 164953                 0.0000               1             0       NA
## 164954                 0.0000              11             0       NA
## 164955                 0.0000             169             0       NA
## 164956                 0.0000             236             0       NA
## 164957                 0.0000             152             0       NA
## 164958                 0.0000             177             0       NA
## 164959                 0.0000             417             0       NA
## 164960                 0.0000             289             0       NA
## 164961                 0.0000             280             0       NA
## 164962                 0.0000             273             0       NA
## 164963                 0.0000             274             0       NA
## 164964                 0.0000             248             0       NA
## 164965                 0.0000               8             0       NA
## 164966                 0.0000               0             0       NA
## 164967                 0.0000               0             0       NA
## 164968                 0.0000               4             0       NA
## 164969                 0.0000             139             0       NA
## 164970                 0.0000             213             0       NA
## 164971                 0.0000               0             0       NA
## 164972                 0.0000               0             0       NA
## 164973                 0.0000              13             0       NA
## 164974                 0.0000               0             0       NA
## 164975                 0.0000               0             0       NA
## 164976                 0.0000               0             0       NA
## 164977                 0.0000               0             0       NA
## 164978                 0.0000               0             0       NA
## 164979                 0.0000               0             0       NA
## 164980                 0.0000               0             0       NA
## 164981                 0.0000               0             0       NA
## 164982                 0.0000               0             0       NA
## 164983                 0.0000               0             0       NA
## 164984                 0.0000               0             0       NA
## 164985                 0.0000               0             0       NA
## 164986                 0.0000               0             0       NA
## 164987                 0.0000               0             0       NA
## 164988                 0.0000               0             0       NA
## 164989                 0.0000               0             0       NA
## 164990                 0.0000               2             0       NA
## 164991                 0.0000               0             0       NA
## 164992                 0.0000               0             0       NA
## 164993                 0.0000               0             0       NA
## 164994                 0.0000               0             0       NA
## 164995                 0.0000               6             0       NA
## 164996                 0.0000              39             0       NA
## 164997                 0.0000              64             0       NA
## 164998                 0.0000               6             0       NA
## 164999                     NA              NA            NA       NA
## 165000                     NA              NA            NA       NA
## 165001                     NA              NA            NA       NA
## 165002                     NA              NA            NA       NA
## 165003                     NA              NA            NA       NA
## 165004                     NA              NA            NA       NA
## 165005                     NA              NA            NA       NA
## 165006                     NA              NA            NA       NA
## 165007                     NA              NA            NA       NA
## 165008                     NA              NA            NA       NA
## 165009                     NA              NA            NA       NA
## 165010                     NA              NA            NA       NA
## 165011                     NA               0             0       NA
## 165012                     NA             210            NA       NA
## 165013                     NA             310            NA       NA
## 165014                     NA             320            NA       NA
## 165015                 0.0000             312             0       NA
## 165016                 0.0000             508             0       NA
## 165017                 0.0000             513             0       NA
## 165018                 0.0000             480             0       NA
## 165019                 0.0500             282             0       NA
## 165020                 0.0500             410             0       NA
## 165021                 0.0500             391             0       NA
## 165022                 0.0000             285             0       NA
## 165023                 0.0000               1             0       NA
## 165024                 0.0500               0             0       NA
## 165025                 0.0500              30             0       NA
## 165026                 0.0500               9             0       NA
## 165027                 0.0500              60             0       NA
## 165028                 0.0500               5             0       NA
## 165029                 0.0500               0             0       NA
## 165030                 0.0000               1             0       NA
## 165031                 0.0000               3             0       NA
## 165032                 0.0000             174             0       NA
## 165033                 0.0000             297             0       NA
## 165034                 0.0000             313             0       NA
## 165035                 0.0000             376             0       NA
## 165036                 0.0000             367             0       NA
## 165037                 0.0000             367             0       NA
## 165038                 0.0000             257             0       NA
## 165039                 0.0000             357             0       NA
## 165040                 0.0000             251             0       NA
## 165041                 0.0000              20             0       NA
## 165042                 0.0000               0             0       NA
## 165043                 0.0000               0             0       NA
## 165044                 0.0000               0             0       NA
## 165045                 0.0000               7             0       NA
## 165046                 0.0000             226             0       NA
## 165047                 0.0000             365             0       NA
## 165048                 0.0000             402             0       NA
## 165049                 0.0000             509             0       NA
## 165050                 0.0000             522             0       NA
## 165051                 0.0000             450             0       NA
## 165052                 0.0000             384             0       NA
## 165053                 0.0000             436             0       NA
## 165054                 0.0000             475             0       NA
## 165055                 0.0000             452             0       NA
## 165056                 0.0000             324             0       NA
## 165057                 0.0000               4             0       NA
## 165058                 0.0000               0             0       NA
## 165059                 0.0000               0             0       NA
## 165060                 0.0000               3             0       NA
## 165061                 0.0000               4             0       NA
## 165062                 0.0000             106             0       NA
## 165063                 0.0500             390             0       NA
## 165064                 0.0500             340             0       NA
## 165065                 0.0500             430             0       NA
## 165066                 0.0500             360             0       NA
## 165067                 0.0500             400             0       NA
## 165068                 0.0500             430             0       NA
## 165069                 0.0500             330             0       NA
## 165070                 0.0500             390             0       NA
## 165071                 0.0500             400             0       NA
## 165072                 0.0500             350             0       NA
## 165073                 0.0500             400             0       NA
## 165074                 0.0500             420             0       NA
## 165075                 0.0500             410             0       NA
## 165076                 0.0500             130             0       NA
## 165077                 0.0500              10             0       NA
## 165078                 0.0500               0             0       NA
## 165079                 0.0500              40             0       NA
## 165080                 0.0500               0             0       NA
## 165081                 0.0500              20             0       NA
## 165082                 0.0500               0             0       NA
## 165083                 0.0500              20             0       NA
## 165084                 0.0500               0             0       NA
## 165085                 0.0500               0             0       NA
## 165086                 0.0500               0             0       NA
## 165087                 0.0500               0             0       NA
## 165088                 0.0500              10             0       NA
## 165089                 0.0500              20             0       NA
## 165090                 0.0500               0             0       NA
## 165091                 0.0500              30             0       NA
## 165092                 0.0500               0             0       NA
## 165093                 0.0500               0             0       NA
## 165094                 0.0500               0             0       NA
## 165095                 0.0500              30             0       NA
## 165096                 0.0500             320             0       NA
## 165097                 0.0500             530             0       NA
## 165098                 0.0500             490             0       NA
## 165099                 0.0500             520             0       NA
## 165100                 0.0500             510             0       NA
## 165101                 0.0500             470             0       NA
## 165102                 0.0500             500             0       NA
## 165103                 0.0500             490             0       NA
## 165104                 0.0500             480             0       NA
## 165105                 0.0500             440             0       NA
## 165106                 0.0500             510             0       NA
## 165107                 0.0500             490             0       NA
## 165108                 0.0500             560             0       NA
## 165109                 0.0500             480             0       NA
## 165110                 0.0500             410             0       NA
## 165111                 0.0500             370             0       NA
## 165112                 0.0500             160             0       NA
## 165113                 0.0500              10             0       NA
## 165114                 0.0500               0             0       NA
## 165115                 0.0500              10             0       NA
## 165116                 0.0500               0             0       NA
## 165117                 0.0500               0             0       NA
## 165118                 0.0500               0             0       NA
## 165119                 0.0500               0             0       NA
## 165120                 0.0500              30             0       NA
## 165121                 0.0500             400             0       NA
## 165122                 0.0500             410             0       NA
## 165123                 0.0500             420             0       NA
## 165124                 0.0500             420             0       NA
## 165125                 0.0500             425             0       NA
## 165126                     NA             450            NA       NA
## 165127                     NA             430            NA       NA
## 165128                     NA             410            NA       NA
## 165129                     NA             400            NA       NA
## 165130                     NA             390            NA       NA
## 165131                     NA             380            NA       NA
## 165132                     NA             390            NA       NA
## 165133                     NA             380            NA       NA
## 165134                     NA             250             0       NA
## 165135                     NA              NA            NA       NA
##        wxconsfo wxtankcleaning updated deleted    createdby createdon
## 164349       NA             NA   FALSE   FALSE  MSMLDB00504  42678.37
## 164350       NA             NA   FALSE   FALSE  MSMLDB00504  42677.38
## 164351       NA             NA   FALSE   FALSE MSMA00058617  42672.23
## 164352       NA             NA   FALSE   FALSE  MSMLDB00504  42679.51
## 164353       NA             NA   FALSE   FALSE  MSMLDB00504  42680.43
## 164354       NA             NA   FALSE   FALSE  MSMLDB00504  42681.42
## 164355       NA             NA   FALSE   FALSE  MSMLDB00504  42675.38
## 164356       NA             NA   FALSE   FALSE  MSMLDB00504  42672.39
## 164357       NA             NA   FALSE   FALSE  MSMLDB00504  42673.38
## 164358       NA             NA   FALSE   FALSE  MSMLDB00504  42674.37
## 164359       NA             NA   FALSE   FALSE  MSMLDB00278  43245.85
## 164360       NA             NA   FALSE   FALSE  MSMLDB00504  42676.36
## 164361       NA             NA   FALSE   FALSE MSML00001726  43244.52
## 164362       NA             NA   FALSE   FALSE MSML00001726  43245.42
## 164363       NA             NA   FALSE   FALSE MSMA00058617  42644.61
## 164364       NA             NA   FALSE   FALSE MSMA00058617  42632.72
## 164365       NA             NA   FALSE   FALSE MSMA00058617  42633.72
## 164366       NA             NA   FALSE   FALSE MSMA00058617  42634.72
## 164367       NA             NA   FALSE   FALSE MSMA00058617  42635.68
## 164368       NA             NA   FALSE   FALSE MSMA00058617  42636.68
## 164369       NA             NA   FALSE   FALSE MSMA00058617  42637.68
## 164370       NA             NA   FALSE   FALSE MSMA00058617  42638.68
## 164371       NA             NA   FALSE   FALSE MSMA00058617  42639.64
## 164372       NA             NA   FALSE   FALSE MSMA00058617  42640.64
## 164373       NA             NA   FALSE   FALSE  MSMLDB00504  42682.45
## 164374       NA             NA   FALSE   FALSE  MSMLDB00278  43246.52
## 164375       NA             NA   FALSE   FALSE  MSMLDB00278  43246.82
## 164376       NA             NA   FALSE   FALSE  MSMLDB00504  42690.53
## 164377       NA             NA   FALSE   FALSE  MSMLDB00278  43246.83
## 164378       NA             NA   FALSE   FALSE  MSMLDB00504  42683.45
## 164379       NA             NA   FALSE   FALSE  MSMLDB00504  42684.45
## 164380       NA             NA   FALSE   FALSE  MSMLDB00504  42685.45
## 164381       NA             NA   FALSE   FALSE  MSMLDB00504  42686.50
## 164382       NA             NA   FALSE   FALSE  MSMLDB00504  42687.50
## 164383       NA             NA   FALSE   FALSE  MSMLDB00504  42688.53
## 164384       NA             NA   FALSE   FALSE  MSMLDB00504  42688.87
## 164385       NA             NA   FALSE   FALSE  MSMLDB00504  42689.53
## 164386       NA             NA   FALSE   FALSE  MSMLDB00278  43245.87
## 164387       NA             NA   FALSE   FALSE MSMA00058617  42642.60
## 164388       NA             NA   FALSE   FALSE MSMA00058617  42643.60
## 164389       NA             NA   FALSE   FALSE MSMA00058617  42669.38
## 164390       NA             NA   FALSE   FALSE MSMA00058617  42670.42
## 164391       NA             NA   FALSE   FALSE MSMA00058617  42671.36
## 164392       NA             NA   FALSE   FALSE MSMA00058617  42672.18
## 164393       NA             NA   FALSE   FALSE MSMA00058630  43240.55
## 164394       NA             NA   FALSE   FALSE MSMA00058630  43241.56
## 164395       NA             NA   FALSE   FALSE  MSMLDB00278  43242.58
## 164396       NA             NA   FALSE   FALSE MSMA00058630  43243.55
## 164397       NA             NA   FALSE   FALSE  MSMLDB00278  43243.73
## 164398       NA             NA   FALSE   FALSE  MSMLDB00278  43243.81
## 164399       NA             NA   FALSE   FALSE MSMA00058617  42641.64
## 164400       NA             NA   FALSE   FALSE  MSMLDB00504  42690.19
## 164401       NA             NA   FALSE   FALSE  MSMLDB00504  42690.28
## 164402       NA             NA   FALSE   FALSE        Cengr  40698.37
## 164403       NA             NA   FALSE   FALSE       Master  40699.22
## 164404       NA             NA   FALSE   FALSE       Master  40700.19
## 164405       NA             NA   FALSE   FALSE       Master  40701.35
## 164406       NA             NA   FALSE   FALSE        Cengr  40702.36
## 164407       NA             NA   FALSE   FALSE       Master  40703.35
## 164408       NA             NA   FALSE   FALSE        Cengr  40704.61
## 164409       NA             NA   FALSE   FALSE       Master  40705.66
## 164410       NA             NA   FALSE   FALSE        Cengr  40706.39
## 164411       NA             NA   FALSE   FALSE       Master  40707.37
## 164412       NA             NA   FALSE   FALSE       Master  40695.28
## 164413       NA             NA   FALSE   FALSE        Cengr  40696.36
## 164414       NA             NA   FALSE   FALSE       Master  40697.20
## 164415       NA             NA   FALSE   FALSE       Master  40714.67
## 164416       NA             NA   FALSE   FALSE        Cengr  40714.68
## 164417       NA             NA   FALSE   FALSE  MSMLDB00504  42691.83
## 164418       NA             NA   FALSE   FALSE  MSMLDB00504  42691.84
## 164419       NA             NA   FALSE   FALSE  MSMLDB00504  42692.59
## 164420       NA             NA   FALSE   FALSE  MSMLDB00504  42693.77
## 164421       NA             NA   FALSE   FALSE  MSMLDB00504  42693.78
## 164422       NA             NA   FALSE   FALSE  MSMLDB00504  42694.95
## 164423       NA             NA   FALSE   FALSE  MSMLDB00504  42694.96
## 164424       NA             NA   FALSE   FALSE  MSMLDB00504  42695.58
## 164425       NA             NA   FALSE   FALSE        Cengr  40708.36
## 164426       NA             NA   FALSE   FALSE  MSMLDB00504  42689.53
## 164427       NA             NA   FALSE   FALSE        Cengr  40710.36
## 164428       NA             NA   FALSE   FALSE MSMA00058617  42668.34
## 164429       NA             NA   FALSE   FALSE  MSMLDB00504  42698.58
## 164430       NA             NA   FALSE   FALSE  MSMLDB00504  42699.59
## 164431       NA             NA   FALSE   FALSE  MSMLDB00504  42700.57
## 164432       NA             NA   FALSE   FALSE  MSMLDB00504  42701.58
## 164433       NA             NA   FALSE   FALSE  MSMLDB00504  42702.57
## 164434       NA             NA   FALSE   FALSE  MSMLDB00504  42703.57
## 164435       NA             NA   FALSE   FALSE  MSMLDB00504  42704.58
## 164436       NA             NA   FALSE   FALSE  MSMLDB00504  42705.57
## 164437       NA             NA   FALSE   FALSE  MSMLDB00504  42706.57
## 164438       NA             NA   FALSE   FALSE  MSMLDB00504  42707.57
## 164439       NA             NA   FALSE   FALSE  MSMLDB00504  42708.67
## 164440       NA             NA   FALSE   FALSE  MSMLDB00504  42709.62
## 164441       NA             NA   FALSE   FALSE  MSMLDB00504  42710.61
## 164442       NA             NA   FALSE   FALSE  MSMLDB00504  42711.61
## 164443       NA             NA   FALSE   FALSE  MSMLDB00504  42712.61
## 164444       NA             NA   FALSE   FALSE  MSMLDB00504  42713.61
## 164445       NA             NA   FALSE   FALSE  MSMLDB00504  42714.62
## 164446       NA             NA   FALSE   FALSE  MSMLDB00504  42715.65
## 164447       NA             NA   FALSE   FALSE  MSMLDB00504  42716.66
## 164448       NA             NA   FALSE   FALSE  MSMLDB00504  42717.65
## 164449       NA             NA   FALSE   FALSE  MSMLDB00504  42718.69
## 164450       NA             NA   FALSE   FALSE  MSMLDB00504  42719.69
## 164451       NA             NA   FALSE   FALSE  MSMLDB00504  42720.70
## 164452       NA             NA   FALSE   FALSE  MSMLDB00504  42721.69
## 164453       NA             NA   FALSE   FALSE       Master  40709.36
## 164454       NA             NA   FALSE   FALSE  MSMLDB00435  42615.88
## 164455       NA             NA   FALSE   FALSE  MSMLDB00435  42616.85
## 164456       NA             NA   FALSE   FALSE  MSMLDB00435  42617.79
## 164457       NA             NA   FALSE   FALSE       Master  40715.24
## 164458       NA             NA   FALSE   FALSE       Master  40715.42
## 164459       NA             NA   FALSE   FALSE       Master  40715.42
## 164460       NA             NA   FALSE   FALSE        Cengr  40715.43
## 164461       NA             NA   FALSE   FALSE       Master  40716.41
## 164462       NA             NA   FALSE   FALSE        Cengr  40717.45
## 164463       NA             NA   FALSE   FALSE       Master  40718.38
## 164464       NA             NA   FALSE   FALSE        Cengr  40719.51
## 164465       NA             NA   FALSE   FALSE        Cengr  40720.49
## 164466       NA             NA   FALSE   FALSE       Master  40721.51
## 164467       NA             NA   FALSE   FALSE  MSMLDB00504  42696.61
## 164468       NA             NA   FALSE   FALSE  MSMLDB00504  42697.58
## 164469       NA             NA   FALSE   FALSE MSMA00058617  42628.77
## 164470       NA             NA   FALSE   FALSE MSMA00058617  42629.77
## 164471       NA             NA   FALSE   FALSE MSMA00058617  42630.76
## 164472       NA             NA   FALSE   FALSE MSMA00058617  42631.77
## 164473       NA             NA   FALSE   FALSE       Master  40658.42
## 164474       NA             NA   FALSE   FALSE        Cengr  40659.38
## 164475       NA             NA   FALSE   FALSE        Cengr  40660.42
## 164476       NA             NA   FALSE   FALSE        Cengr  40661.42
## 164477       NA             NA   FALSE   FALSE       Master  40662.44
## 164478       NA             NA   FALSE   FALSE       Master  40663.49
## 164479       NA             NA   FALSE   FALSE        Cengr  40664.50
## 164480       NA             NA   FALSE   FALSE        Cengr  40665.51
## 164481       NA             NA   FALSE   FALSE       Master  40666.53
## 164482       NA             NA   FALSE   FALSE        Cengr  40667.54
## 164483       NA             NA   FALSE   FALSE       Master  40668.52
## 164484       NA             NA   FALSE   FALSE       Master  40668.55
## 164485       NA             NA   FALSE   FALSE MSMA00058617  42645.56
## 164486       NA             NA   FALSE   FALSE MSMA00058617  42646.55
## 164487       NA             NA   FALSE   FALSE MSMA00058617  42647.55
## 164488       NA             NA   FALSE   FALSE MSMA00058617  42648.52
## 164489       NA             NA   FALSE   FALSE MSMA00058617  42649.52
## 164490       NA             NA   FALSE   FALSE MSMA00058617  42650.47
## 164491       NA             NA   FALSE   FALSE MSMA00058617  42651.47
## 164492       NA             NA   FALSE   FALSE MSMA00058617  42652.44
## 164493       NA             NA   FALSE   FALSE MSMA00058617  42653.43
## 164494       NA             NA   FALSE   FALSE MSMA00058617  42654.43
## 164495       NA             NA   FALSE   FALSE MSMA00058617  42655.43
## 164496       NA             NA   FALSE   FALSE MSMA00058617  42656.39
## 164497       NA             NA   FALSE   FALSE MSMA00058617  42657.39
## 164498       NA             NA   FALSE   FALSE MSMA00058617  42658.39
## 164499       NA             NA   FALSE   FALSE MSMA00058617  42659.36
## 164500       NA             NA   FALSE   FALSE MSMA00058617  42660.39
## 164501       NA             NA   FALSE   FALSE MSMA00058617  42661.39
## 164502       NA             NA   FALSE   FALSE MSMA00058617  42662.39
## 164503       NA             NA   FALSE   FALSE MSMA00058617  42664.40
## 164504       NA             NA   FALSE   FALSE MSMA00058617  42664.41
## 164505       NA             NA   FALSE   FALSE MSMA00058617  42665.39
## 164506       NA             NA   FALSE   FALSE MSMA00058617  42666.00
## 164507       NA             NA   FALSE   FALSE MSMA00058617  42666.11
## 164508       NA             NA   FALSE   FALSE MSMA00058617  42666.41
## 164509       NA             NA   FALSE   FALSE MSMA00058617  42667.51
## 164510       NA             NA   FALSE   FALSE  MSMLDB00278  43236.56
## 164511       NA             NA   FALSE   FALSE  MSMLDB00278  43237.56
## 164512       NA             NA   FALSE   FALSE MSMA00058630  43238.55
## 164513       NA             NA   FALSE   FALSE MSMA00058630  43239.55
## 164514       NA             NA   FALSE   FALSE       Master  40690.39
## 164515       NA             NA   FALSE   FALSE        Cengr  40690.51
## 164516       NA             NA   FALSE   FALSE       Master  40691.54
## 164517       NA             NA   FALSE   FALSE       Master  40692.37
## 164518       NA             NA   FALSE   FALSE       Master  40693.19
## 164519       NA             NA   FALSE   FALSE        Cengr  40694.37
## 164520       NA             NA   FALSE   FALSE MSMA00058617  42564.59
## 164521       NA             NA   FALSE   FALSE MSMA00058617  42565.60
## 164522       NA             NA   FALSE   FALSE MSMA00058617  42566.63
## 164523       NA             NA   FALSE   FALSE MSMA00058617  42567.64
## 164524       NA             NA   FALSE   FALSE MSMA00058617  42568.64
## 164525       NA             NA   FALSE   FALSE MSMA00058617  42569.64
## 164526       NA             NA   FALSE   FALSE MSMA00058617  42570.64
## 164527       NA             NA   FALSE   FALSE MSMA00058617  42571.68
## 164528       NA             NA   FALSE   FALSE MSMA00058617  42572.68
## 164529       NA             NA   FALSE   FALSE MSMA00058617  42573.68
## 164530       NA             NA   FALSE   FALSE MSMA00058617  42574.72
## 164531       NA             NA   FALSE   FALSE MSMA00058617  42575.72
## 164532       NA             NA   FALSE   FALSE MSMA00058617  42576.72
## 164533       NA             NA   FALSE   FALSE MSMA00058617  42577.72
## 164534       NA             NA   FALSE   FALSE MSMA00058617  42578.72
## 164535       NA             NA   FALSE   FALSE MSMA00058617  42579.77
## 164536       NA             NA   FALSE   FALSE MSMA00058617  42580.77
## 164537       NA             NA   FALSE   FALSE MSMA00058617  42581.76
## 164538       NA             NA   FALSE   FALSE MSMA00058617  42582.81
## 164539       NA             NA   FALSE   FALSE MSMA00058617  42583.80
## 164540       NA             NA   FALSE   FALSE MSMA00058617  42584.80
## 164541       NA             NA   FALSE   FALSE MSMA00058617  42585.81
## 164542       NA             NA   FALSE   FALSE MSMA00058617  42586.84
## 164543       NA             NA   FALSE   FALSE MSMA00058617  42587.84
## 164544       NA             NA   FALSE   FALSE MSMA00058617  42588.84
## 164545       NA             NA   FALSE   FALSE MSMA00058617  42589.88
## 164546       NA             NA   FALSE   FALSE MSMA00058617  42590.88
## 164547       NA             NA   FALSE   FALSE MSMA00058617  42591.88
## 164548       NA             NA   FALSE   FALSE MSMA00058617  42592.89
## 164549       NA             NA   FALSE   FALSE MSMA00058617  42593.93
## 164550       NA             NA   FALSE   FALSE MSMA00058617  42594.66
## 164551       NA             NA   FALSE   FALSE MSMA00058617  42594.68
## 164552       NA             NA   FALSE   FALSE MSMA00058617  42595.02
## 164553       NA             NA   FALSE   FALSE MSMA00058617  42595.96
## 164554       NA             NA   FALSE   FALSE MSMA00058617  42596.99
## 164555       NA             NA   FALSE   FALSE MSMA00058617  42597.93
## 164556       NA             NA   FALSE   FALSE MSMA00058617  42598.89
## 164557       NA             NA   FALSE   FALSE MSMA00058617  42599.97
## 164558       NA             NA   FALSE   FALSE MSMA00058617  42600.86
## 164559       NA             NA   FALSE   FALSE MSMA00058617  42600.87
## 164560       NA             NA   FALSE   FALSE MSMA00058617  42600.94
## 164561       NA             NA   FALSE   FALSE MSMA00058617  42601.93
## 164562       NA             NA   FALSE   FALSE MSMA00058617  42602.93
## 164563       NA             NA   FALSE   FALSE MSMA00058617  42603.93
## 164564       NA             NA   FALSE   FALSE MSMA00058617  42604.92
## 164565       NA             NA   FALSE   FALSE MSMA00058617  42605.93
## 164566       NA             NA   FALSE   FALSE MSMA00058617  42606.91
## 164567       NA             NA   FALSE   FALSE MSMA00058617  42607.92
## 164568       NA             NA   FALSE   FALSE MSMA00058617  42607.93
## 164569       NA             NA   FALSE   FALSE MSMA00058617  42608.89
## 164570       NA             NA   FALSE   FALSE MSMA00058617  42609.88
## 164571       NA             NA   FALSE   FALSE MSMA00058617  42610.90
## 164572       NA             NA   FALSE   FALSE MSMA00058617  42611.89
## 164573       NA             NA   FALSE   FALSE MSMA00058617  42612.89
## 164574       NA             NA   FALSE   FALSE MSMA00058617  42613.88
## 164575       NA             NA   FALSE   FALSE MSMA00058617  42614.90
## 164576       NA             NA   FALSE   FALSE       Master  40640.53
## 164577       NA             NA   FALSE   FALSE       Master  40641.49
## 164578       NA             NA   FALSE   FALSE  MSMLDB00435  42618.69
## 164579       NA             NA   FALSE   FALSE MSMA00058617  42619.28
## 164580       NA             NA   FALSE   FALSE MSMA00058617  42619.28
## 164581       NA             NA   FALSE   FALSE MSMA00058617  42619.89
## 164582       NA             NA   FALSE   FALSE MSMA00058617  42620.89
## 164583       NA             NA   FALSE   FALSE MSMA00058617  42621.90
## 164584       NA             NA   FALSE   FALSE MSMA00058617  42622.89
## 164585       NA             NA   FALSE   FALSE MSMA00058617  42623.85
## 164586       NA             NA   FALSE   FALSE MSMA00058617  42624.85
## 164587       NA             NA   FALSE   FALSE MSMA00058617  42626.81
## 164588       NA             NA   FALSE   FALSE MSMA00058617  42626.81
## 164589       NA             NA   FALSE   FALSE MSMA00058617  42627.82
## 164590       NA             NA   FALSE   FALSE MSMA00058290  42523.80
## 164591       NA             NA   FALSE   FALSE MSMA00058290  42524.33
## 164592       NA             NA   FALSE   FALSE MSMA00058290  42524.39
## 164593       NA             NA   FALSE   FALSE MSMA00058290  42525.35
## 164594       NA             NA   FALSE   FALSE MSMA00058290  42526.37
## 164595       NA             NA   FALSE   FALSE MSMA00058290  42527.35
## 164596       NA             NA   FALSE   FALSE MSMA00058290  42528.35
## 164597       NA             NA   FALSE   FALSE MSMA00058290  42529.35
## 164598       NA             NA   FALSE   FALSE MSMA00058290  42530.35
## 164599       NA             NA   FALSE   FALSE MSMA00058290  42531.35
## 164600       NA             NA   FALSE   FALSE MSMA00058290  42532.36
## 164601       NA             NA   FALSE   FALSE MSMA00058290  42532.85
## 164602       NA             NA   FALSE   FALSE MSMA00058290  42534.34
## 164603       NA             NA   FALSE   FALSE MSMA00058290  42534.41
## 164604       NA             NA   FALSE   FALSE MSMA00058290  42534.41
## 164605       NA             NA   FALSE   FALSE MSMA00058290  42534.42
## 164606       NA             NA   FALSE   FALSE       Master  40668.55
## 164607       NA             NA   FALSE   FALSE        Cengr  40669.58
## 164608       NA             NA   FALSE   FALSE       Master  40670.41
## 164609       NA             NA   FALSE   FALSE        Cengr  40670.53
## 164610       NA             NA   FALSE   FALSE       Master  40670.65
## 164611       NA             NA   FALSE   FALSE        Cengr  40671.55
## 164612       NA             NA   FALSE   FALSE       Master  40672.52
## 164613       NA             NA   FALSE   FALSE       Master  40672.52
## 164614       NA             NA   FALSE   FALSE       Master  40673.57
## 164615       NA             NA   FALSE   FALSE        Cengr  40673.60
## 164616       NA             NA   FALSE   FALSE       Master  40675.29
## 164617       NA             NA   FALSE   FALSE       Master  40675.61
## 164618       NA             NA   FALSE   FALSE       Master  40675.61
## 164619       NA             NA   FALSE   FALSE        Cengr  40676.59
## 164620       NA             NA   FALSE   FALSE        Cengr  40676.62
## 164621       NA             NA   FALSE   FALSE        Cengr  40677.57
## 164622       NA             NA   FALSE   FALSE       Master  40678.53
## 164623       NA             NA   FALSE   FALSE        Cengr  40679.54
## 164624       NA             NA   FALSE   FALSE       Master  40679.58
## 164625       NA             NA   FALSE   FALSE        Cengr  40680.56
## 164626       NA             NA   FALSE   FALSE        Cengr  40681.50
## 164627       NA             NA   FALSE   FALSE        Cengr  40682.51
## 164628       NA             NA   FALSE   FALSE       Master  40683.51
## 164629       NA             NA   FALSE   FALSE        Cengr  40684.45
## 164630       NA             NA   FALSE   FALSE       Master  40685.43
## 164631       NA             NA   FALSE   FALSE       Master  40686.39
## 164632       NA             NA   FALSE   FALSE        Cengr  40687.42
## 164633       NA             NA   FALSE   FALSE       Master  40688.39
## 164634       NA             NA   FALSE   FALSE       Master  40689.21
## 164635       NA             NA   FALSE   FALSE MSMA00058617  42558.59
## 164636       NA             NA   FALSE   FALSE MSMA00058617  42559.60
## 164637       NA             NA   FALSE   FALSE MSMA00058617  42560.60
## 164638       NA             NA   FALSE   FALSE MSMA00058617  42561.59
## 164639       NA             NA   FALSE   FALSE MSMA00058617  42562.59
## 164640       NA             NA   FALSE   FALSE MSMA00058617  42563.60
## 164641       NA             NA   FALSE   FALSE MSMA00059132  42961.46
## 164642       NA             NA   FALSE   FALSE MSMA00059132  42961.71
## 164643       NA             NA   FALSE   FALSE MSMA00059132  42981.65
## 164644       NA             NA   FALSE   FALSE MSMA00059132  42981.94
## 164645       NA             NA   FALSE   FALSE MSMA00059132  42981.96
## 164646       NA             NA   FALSE   FALSE MSMA00059132  42982.54
## 164647       NA             NA   FALSE   FALSE MSMA00059132  42982.80
## 164648       NA             NA   FALSE   FALSE MSMA00059132  42983.23
## 164649       NA             NA   FALSE   FALSE MSMA00059132  42983.58
## 164650       NA             NA   FALSE   FALSE MSMA00058715  42984.40
## 164651       NA             NA   FALSE   FALSE MSMA00058715  42985.15
## 164652       NA             NA   FALSE   FALSE MSMA00059132  42985.15
## 164653       NA             NA   FALSE   FALSE MSMA00059132  42985.58
## 164654       NA             NA   FALSE   FALSE MSMA00058715  42986.57
## 164655       NA             NA   FALSE   FALSE MSMA00059132  42987.57
## 164656       NA             NA   FALSE   FALSE MSMA00058715  42988.56
## 164657       NA             NA   FALSE   FALSE MSMA00058715  42989.56
## 164658       NA             NA   FALSE   FALSE MSMA00058715  42990.56
## 164659       NA             NA   FALSE   FALSE MSMA00058715  42991.54
## 164660       NA             NA   FALSE   FALSE MSMA00058715  42992.54
## 164661       NA             NA   FALSE   FALSE MSMA00059132  42993.56
## 164662       NA             NA   FALSE   FALSE MSMA00059132  42993.95
## 164663       NA             NA   FALSE   FALSE MSMA00059132  42994.42
## 164664       NA             NA   FALSE   FALSE MSMA00059132  42994.56
## 164665       NA             NA   FALSE   FALSE MSMA00058715  42995.45
## 164666       NA             NA   FALSE   FALSE MSMA00058715  42996.54
## 164667       NA             NA   FALSE   FALSE MSMA00058715  42997.56
## 164668       NA             NA   FALSE   FALSE MSMA00059132  42997.83
## 164669       NA             NA   FALSE   FALSE MSMA00059132  42997.83
## 164670       NA             NA   FALSE   FALSE        Cengr  40722.50
## 164671       NA             NA   FALSE   FALSE        Cengr  40723.53
## 164672       NA             NA   FALSE   FALSE        Cengr  40724.53
## 164673       NA             NA   FALSE   FALSE       Master  40725.56
## 164674       NA             NA   FALSE   FALSE       Master  40726.69
## 164675       NA             NA   FALSE   FALSE        Cengr  40726.69
## 164676       NA             NA   FALSE   FALSE        Cengr  40726.70
## 164677       NA             NA   FALSE   FALSE       Master  40728.59
## 164678       NA             NA   FALSE   FALSE       Master  40728.67
## 164679       NA             NA   FALSE   FALSE       Master  40729.44
## 164680       NA             NA   FALSE   FALSE       Master  40729.57
## 164681       NA             NA   FALSE   FALSE        Cengr  40730.54
## 164682       NA             NA   FALSE   FALSE        Cengr  40731.54
## 164683       NA             NA   FALSE   FALSE        Cengr  40732.56
## 164684       NA             NA   FALSE   FALSE        Cengr  40733.54
## 164685       NA             NA   FALSE   FALSE        Cengr  40734.53
## 164686       NA             NA   FALSE   FALSE        Cengr  40735.53
## 164687       NA             NA   FALSE   FALSE        Cengr  40736.54
## 164688       NA             NA   FALSE   FALSE        Cengr  40737.54
## 164689       NA             NA   FALSE   FALSE        Cengr  40738.53
## 164690       NA             NA   FALSE   FALSE        Cengr  40739.54
## 164691       NA             NA   FALSE   FALSE        Cengr  40740.53
## 164692       NA             NA   FALSE   FALSE        Cengr  40741.53
## 164693       NA             NA   FALSE   FALSE        Cengr  40742.54
## 164694       NA             NA   FALSE   FALSE        Cengr  40743.53
## 164695       NA             NA   FALSE   FALSE        Cengr  40744.54
## 164696       NA             NA   FALSE   FALSE        Cengr  40745.58
## 164697       NA             NA   FALSE   FALSE  MSMLDB00504  42722.74
## 164698       NA             NA   FALSE   FALSE  MSMLDB00504  42723.74
## 164699       NA             NA   FALSE   FALSE        Cengr  40642.53
## 164700       NA             NA   FALSE   FALSE        Cengr  40643.50
## 164701       NA             NA   FALSE   FALSE       Master  40644.45
## 164702       NA             NA   FALSE   FALSE       Master  40645.32
## 164703       NA             NA   FALSE   FALSE        Cengr  40646.49
## 164704       NA             NA   FALSE   FALSE       Master  40647.35
## 164705       NA             NA   FALSE   FALSE       Master  40648.38
## 164706       NA             NA   FALSE   FALSE       Master  40649.44
## 164707       NA             NA   FALSE   FALSE       Master  40650.36
## 164708       NA             NA   FALSE   FALSE       Master  40651.80
## 164709       NA             NA   FALSE   FALSE        Cengr  40652.37
## 164710       NA             NA   FALSE   FALSE        Cengr  40653.36
## 164711       NA             NA   FALSE   FALSE        Cengr  40654.37
## 164712       NA             NA   FALSE   FALSE        Cengr  40655.37
## 164713       NA             NA   FALSE   FALSE       Master  40656.23
## 164714       NA             NA   FALSE   FALSE       Master  40657.17
## 164715       NA             NA   FALSE   FALSE       Master  40658.41
## 164716       NA             NA   FALSE   FALSE MSMA00059132  42927.79
## 164717       NA             NA   FALSE   FALSE MSMA00059132  42927.85
## 164718       NA             NA   FALSE   FALSE MSMA00059132  42928.54
## 164719       NA             NA   FALSE   FALSE MSMA00059132  42929.40
## 164720       NA             NA   FALSE   FALSE MSMA00059132  42929.57
## 164721       NA             NA   FALSE   FALSE MSMA00059132  42930.56
## 164722       NA             NA   FALSE   FALSE MSMA00059132  42931.57
## 164723       NA             NA   FALSE   FALSE MSMA00059132  42932.56
## 164724       NA             NA   FALSE   FALSE MSMA00059132  42932.73
## 164725       NA             NA   FALSE   FALSE MSMA00059132  42932.85
## 164726       NA             NA   FALSE   FALSE MSMA00059132  42933.57
## 164727       NA             NA   FALSE   FALSE MSMA00059132  42934.56
## 164728       NA             NA   FALSE   FALSE MSMA00059132  42935.56
## 164729       NA             NA   FALSE   FALSE MSMA00059132  42936.57
## 164730       NA             NA   FALSE   FALSE MSMA00059132  42937.56
## 164731       NA             NA   FALSE   FALSE MSMA00059132  42938.56
## 164732       NA             NA   FALSE   FALSE MSMA00059132  42939.56
## 164733       NA             NA   FALSE   FALSE MSMA00059132  42940.56
## 164734       NA             NA   FALSE   FALSE MSMA00059132  42941.56
## 164735       NA             NA   FALSE   FALSE MSMA00059132  42942.59
## 164736       NA             NA   FALSE   FALSE MSMA00059132  42943.60
## 164737       NA             NA   FALSE   FALSE MSMA00059132  42943.64
## 164738       NA             NA   FALSE   FALSE MSMA00059132  42943.78
## 164739       NA             NA   FALSE   FALSE MSMA00059132  42944.60
## 164740       NA             NA   FALSE   FALSE MSMA00059132  42945.60
## 164741       NA             NA   FALSE   FALSE MSMA00059132  42945.82
## 164742       NA             NA   FALSE   FALSE MSMA00059132  42945.83
## 164743       NA             NA   FALSE   FALSE MSMA00059132  42946.61
## 164744       NA             NA   FALSE   FALSE MSMA00059132  42947.60
## 164745       NA             NA   FALSE   FALSE MSMA00059132  42948.56
## 164746       NA             NA   FALSE   FALSE MSMA00059132  42949.56
## 164747       NA             NA   FALSE   FALSE MSMA00059132  42950.56
## 164748       NA             NA   FALSE   FALSE MSMA00059132  42951.57
## 164749       NA             NA   FALSE   FALSE MSMA00059132  42952.56
## 164750       NA             NA   FALSE   FALSE MSMA00059132  42953.56
## 164751       NA             NA   FALSE   FALSE MSMA00059132  42954.56
## 164752       NA             NA   FALSE   FALSE MSMA00059132  42955.52
## 164753       NA             NA   FALSE   FALSE MSMA00059132  42956.51
## 164754       NA             NA   FALSE   FALSE MSMA00059132  42956.63
## 164755       NA             NA   FALSE   FALSE MSMA00059132  42956.72
## 164756       NA             NA   FALSE   FALSE MSMA00059132  42957.52
## 164757       NA             NA   FALSE   FALSE MSMA00059132  42958.55
## 164758       NA             NA   FALSE   FALSE MSMA00059132  42959.51
## 164759       NA             NA   FALSE   FALSE MSMA00059132  42960.52
## 164760       NA             NA   FALSE   FALSE MSMA00059132  42960.64
## 164761       NA             NA   FALSE   FALSE MSMA00059132  42960.72
## 164762       NA             NA   FALSE   FALSE  MSMLDB00504  42773.73
## 164763       NA             NA   FALSE   FALSE  MSMLDB00504  42774.69
## 164764       NA             NA   FALSE   FALSE  MSMLDB00504  42775.69
## 164765       NA             NA   FALSE   FALSE  MSMLDB00504  42776.68
## 164766       NA             NA   FALSE   FALSE  MSMLDB00504  42777.65
## 164767       NA             NA   FALSE   FALSE  MSMLDB00504  42778.65
## 164768       NA             NA   FALSE   FALSE  MSMLDB00504  42779.64
## 164769       NA             NA   FALSE   FALSE  MSMLDB00504  42780.60
## 164770       NA             NA   FALSE   FALSE  MSMLDB00504  42781.60
## 164771       NA             NA   FALSE   FALSE  MSMLDB00504  42782.56
## 164772       NA             NA   FALSE   FALSE  MSMLDB00504  42783.57
## 164773       NA             NA   FALSE   FALSE  MSMLDB00504  42784.56
## 164774       NA             NA   FALSE   FALSE  MSMLDB00504  42785.52
## 164775       NA             NA   FALSE   FALSE  MSMLDB00504  42786.52
## 164776       NA             NA   FALSE   FALSE  MSMLDB00504  42787.52
## 164777       NA             NA   FALSE   FALSE  MSMLDB00504  42788.52
## 164778       NA             NA   FALSE   FALSE  MSMLDB00504  42789.52
## 164779       NA             NA   FALSE   FALSE  MSMLDB00504  42790.48
## 164780       NA             NA   FALSE   FALSE  MSMLDB00504  42791.49
## 164781       NA             NA   FALSE   FALSE  MSMLDB00504  42792.43
## 164782       NA             NA   FALSE   FALSE  MSMLDB00504  42793.44
## 164783       NA             NA   FALSE   FALSE  MSMLDB00504  42794.44
## 164784       NA             NA   FALSE   FALSE  MSMLDB00504  42795.39
## 164785       NA             NA   FALSE   FALSE  MSMLDB00504  42796.41
## 164786       NA             NA   FALSE   FALSE  MSMLDB00504  42797.36
## 164787       NA             NA   FALSE   FALSE  MSMLDB00504  42797.97
## 164788       NA             NA   FALSE   FALSE  MSMLDB00504  42798.09
## 164789       NA             NA   FALSE   FALSE  MSMLDB00504  42798.37
## 164790       NA             NA   FALSE   FALSE  MSMLDB00504  42798.71
## 164791       NA             NA   FALSE   FALSE  MSMLDB00504  42798.73
## 164792       NA             NA   FALSE   FALSE  MSMLDB00504  42799.36
## 164793       NA             NA   FALSE   FALSE MSMA00058617  42800.38
## 164794       NA             NA   FALSE   FALSE msma00058617  42801.39
## 164795       NA             NA   FALSE   FALSE msma00058617  42802.39
## 164796       NA             NA   FALSE   FALSE MSMA00058617  42803.39
## 164797       NA             NA   FALSE   FALSE MSMA00058617  42804.14
## 164798       NA             NA   FALSE   FALSE MSMA00058617  42804.49
## 164799       NA             NA   FALSE   FALSE MSMA00058617  42805.40
## 164800       NA             NA   FALSE   FALSE MSMA00058617  42805.41
## 164801       NA             NA   FALSE   FALSE MSMA00058617  42806.10
## 164802       NA             NA   FALSE   FALSE msma00058617  42806.30
## 164803       NA             NA   FALSE   FALSE MSMA00058617  42806.38
## 164804       NA             NA   FALSE   FALSE MSMA00058617  42807.00
## 164805       NA             NA   FALSE   FALSE MSMA00058617  42807.31
## 164806       NA             NA   FALSE   FALSE MSMA00058617  42807.31
## 164807       NA             NA   FALSE   FALSE msma00058617  42808.38
## 164808       NA             NA   FALSE   FALSE MSMA00058617  42809.38
## 164809       NA             NA   FALSE   FALSE Msma00058617  42810.15
## 164810       NA             NA   FALSE   FALSE MSMA00058617  42810.44
## 164811       NA             NA   FALSE   FALSE MSMA00058617  42811.39
## 164812       NA             NA   FALSE   FALSE MSMA00058617  42811.73
## 164813       NA             NA   FALSE   FALSE msma00058617  42811.80
## 164814       NA             NA   FALSE   FALSE msma00058617  42812.39
## 164815       NA             NA   FALSE   FALSE msma00058617  42813.39
## 164816       NA             NA   FALSE   FALSE msma00058617  42814.38
## 164817       NA             NA   FALSE   FALSE msma00058617  42815.39
## 164818       NA             NA   FALSE   FALSE MSMA00058617  42816.38
## 164819       NA             NA   FALSE   FALSE msma00058617  42817.38
## 164820       NA             NA   FALSE   FALSE MSMA00058617  42818.38
## 164821       NA             NA   FALSE   FALSE msma00058617  42819.38
## 164822       NA             NA   FALSE   FALSE msma00058617  42820.41
## 164823       NA             NA   FALSE   FALSE MSMA00058617  42821.19
## 164824       NA             NA   FALSE   FALSE msma00058617  42821.66
## 164825       NA             NA   FALSE   FALSE msma00058617  42821.67
## 164826       NA             NA   FALSE   FALSE MSMA00058617  42822.39
## 164827       NA             NA   FALSE   FALSE msma00058617  42823.25
## 164828       NA             NA   FALSE   FALSE msma00058617  42823.30
## 164829       NA             NA   FALSE   FALSE msma00058617  42823.39
## 164830       NA             NA   FALSE   FALSE MSMA00058617  42824.43
## 164831       NA             NA   FALSE   FALSE MSMA00058617  42825.43
## 164832       NA             NA   FALSE   FALSE MSMA00058617  42826.43
## 164833       NA             NA   FALSE   FALSE msma00058617  42827.46
## 164834       NA             NA   FALSE   FALSE msma00058617  42828.46
## 164835       NA             NA   FALSE   FALSE msma00058617  42829.46
## 164836       NA             NA   FALSE   FALSE MSMA00058617  42830.51
## 164837       NA             NA   FALSE   FALSE MSMA00058617  42831.51
## 164838       NA             NA   FALSE   FALSE MSMA00058617  42832.50
## 164839       NA             NA   FALSE   FALSE MSMA00058617  42833.55
## 164840       NA             NA   FALSE   FALSE MSMA00058617  42833.71
## 164841       NA             NA   FALSE   FALSE msma00058617  42833.94
## 164842       NA             NA   FALSE   FALSE msma00058617  42833.97
## 164843       NA             NA   FALSE   FALSE msma00058617  42834.56
## 164844       NA             NA   FALSE   FALSE msma00058617  42835.43
## 164845       NA             NA   FALSE   FALSE MSMA00058617  42835.53
## 164846       NA             NA   FALSE   FALSE MSMA00058617  42835.56
## 164847       NA             NA   FALSE   FALSE MSMA00058617  42836.59
## 164848       NA             NA   FALSE   FALSE MSMA00058617  42837.69
## 164849       NA             NA   FALSE   FALSE MSMA00058290  42534.42
## 164850       NA             NA   FALSE   FALSE MSMA00058290  42535.35
## 164851       NA             NA   FALSE   FALSE MSMA00058290  42536.39
## 164852       NA             NA   FALSE   FALSE MSMA00058290  42537.40
## 164853       NA             NA   FALSE   FALSE MSMA00058290  42538.41
## 164854       NA             NA   FALSE   FALSE MSMA00058290  42539.43
## 164855       NA             NA   FALSE   FALSE MSMA00058290  42540.43
## 164856       NA             NA   FALSE   FALSE MSMA00058290  42541.47
## 164857       NA             NA   FALSE   FALSE MSMA00058290  42542.47
## 164858       NA             NA   FALSE   FALSE MSMA00058290  42543.49
## 164859       NA             NA   FALSE   FALSE MSMA00058290  42544.53
## 164860       NA             NA   FALSE   FALSE MSMA00058290  42545.31
## 164861       NA             NA   FALSE   FALSE MSMA00058290  42545.63
## 164862       NA             NA   FALSE   FALSE MSMA00058290  42545.76
## 164863       NA             NA   FALSE   FALSE MSMA00058290  42546.49
## 164864       NA             NA   FALSE   FALSE MSMA00058290  42546.52
## 164865       NA             NA   FALSE   FALSE MSMA00058290  42546.54
## 164866       NA             NA   FALSE   FALSE MSMA00058617  42547.60
## 164867       NA             NA   FALSE   FALSE MSMA00058617  42547.85
## 164868       NA             NA   FALSE   FALSE MSMA00058617  42547.86
## 164869       NA             NA   FALSE   FALSE MSMA00058617  42548.62
## 164870       NA             NA   FALSE   FALSE MSMA00058617  42549.58
## 164871       NA             NA   FALSE   FALSE MSMA00058617  42550.60
## 164872       NA             NA   FALSE   FALSE MSMA00058617  42550.95
## 164873       NA             NA   FALSE   FALSE MSMA00058617  42550.97
## 164874       NA             NA   FALSE   FALSE MSMA00058617  42551.61
## 164875       NA             NA   FALSE   FALSE MSMA00058617  42552.59
## 164876       NA             NA   FALSE   FALSE MSMA00058617  42553.60
## 164877       NA             NA   FALSE   FALSE MSMA00058617  42554.57
## 164878       NA             NA   FALSE   FALSE MSMA00058617  42555.59
## 164879       NA             NA   FALSE   FALSE MSMA00058617  42556.60
## 164880       NA             NA   FALSE   FALSE MSMA00058617  42557.59
## 164881       NA             NA   FALSE   FALSE       Master  40590.41
## 164882       NA             NA   FALSE   FALSE       Master  40591.49
## 164883       NA             NA   FALSE   FALSE       Master  40592.52
## 164884       NA             NA   FALSE   FALSE       Master  40593.59
## 164885       NA             NA   FALSE   FALSE       Master  40594.34
## 164886       NA             NA   FALSE   FALSE       Master  40595.45
## 164887       NA             NA   FALSE   FALSE       Master  40595.45
## 164888       NA             NA   FALSE   FALSE       Master  40596.40
## 164889       NA             NA   FALSE   FALSE       Master  40596.82
## 164890       NA             NA   FALSE   FALSE       Master  40597.42
## 164891       NA             NA   FALSE   FALSE       Master  40598.44
## 164892       NA             NA   FALSE   FALSE       Master  40598.90
## 164893       NA             NA   FALSE   FALSE       Master  40599.36
## 164894       NA             NA   FALSE   FALSE       Master  40600.50
## 164895       NA             NA   FALSE   FALSE       Master  40601.31
## 164896       NA             NA   FALSE   FALSE       Master  40602.50
## 164897       NA             NA   FALSE   FALSE       Master  40603.46
## 164898       NA             NA   FALSE   FALSE       Master  40604.31
## 164899       NA             NA   FALSE   FALSE       Master  40605.43
## 164900       NA             NA   FALSE   FALSE       Master  40606.28
## 164901       NA             NA   FALSE   FALSE       Master  40607.26
## 164902       NA             NA   FALSE   FALSE       Master  40608.25
## 164903       NA             NA   FALSE   FALSE       Master  40609.25
## 164904       NA             NA   FALSE   FALSE        Cengr  40610.36
## 164905       NA             NA   FALSE   FALSE       Master  40611.25
## 164906       NA             NA   FALSE   FALSE       Master  40612.20
## 164907       NA             NA   FALSE   FALSE       Master  40613.32
## 164908       NA             NA   FALSE   FALSE       Master  40614.17
## 164909       NA             NA   FALSE   FALSE       Master  40614.86
## 164910       NA             NA   FALSE   FALSE       Master  40615.38
## 164911       NA             NA   FALSE   FALSE       Master  40616.22
## 164912       NA             NA   FALSE   FALSE       Master  40616.79
## 164913       NA             NA   FALSE   FALSE       Master  40617.22
## 164914       NA             NA   FALSE   FALSE       Master  40618.17
## 164915       NA             NA   FALSE   FALSE       Master  40619.19
## 164916       NA             NA   FALSE   FALSE        Cengr  40620.34
## 164917       NA             NA   FALSE   FALSE       Master  40621.28
## 164918       NA             NA   FALSE   FALSE       Master  40622.37
## 164919       NA             NA   FALSE   FALSE       Master  40623.22
## 164920       NA             NA   FALSE   FALSE        Cengr  40624.44
## 164921       NA             NA   FALSE   FALSE        Cengr  40625.44
## 164922       NA             NA   FALSE   FALSE        Cengr  40626.48
## 164923       NA             NA   FALSE   FALSE       Master  40627.44
## 164924       NA             NA   FALSE   FALSE       Master  40628.45
## 164925       NA             NA   FALSE   FALSE       Master  40629.31
## 164926       NA             NA   FALSE   FALSE       Master  40630.56
## 164927       NA             NA   FALSE   FALSE       Master  40631.53
## 164928       NA             NA   FALSE   FALSE       Master  40631.80
## 164929       NA             NA   FALSE   FALSE       Master  40632.63
## 164930       NA             NA   FALSE   FALSE       Master  40633.41
## 164931       NA             NA   FALSE   FALSE       Master  40633.41
## 164932       NA             NA   FALSE   FALSE       Master  40634.36
## 164933       NA             NA   FALSE   FALSE       Master  40635.57
## 164934       NA             NA   FALSE   FALSE       Master  40636.40
## 164935       NA             NA   FALSE   FALSE       Master  40636.63
## 164936       NA             NA   FALSE   FALSE       Master  40637.54
## 164937       NA             NA   FALSE   FALSE       Master  40638.12
## 164938       NA             NA   FALSE   FALSE       Master  40638.56
## 164939       NA             NA   FALSE   FALSE       Master  40639.52
## 164940       NA             NA   FALSE   FALSE MSMA00059132  43195.55
## 164941       NA             NA   FALSE   FALSE MSMA00059132  43195.78
## 164942       NA             NA   FALSE   FALSE MSMA00059132  43195.85
## 164943       NA             NA   FALSE   FALSE MSMA00059132  43196.69
## 164944       NA             NA   FALSE   FALSE MSMA00059132  43196.84
## 164945       NA             NA   FALSE   FALSE MSMA00059132  43196.89
## 164946       NA             NA   FALSE   FALSE MSMA00059132  43197.59
## 164947       NA             NA   FALSE   FALSE MSMA00059132  43198.59
## 164948       NA             NA   FALSE   FALSE MSMA00059132  43198.93
## 164949       NA             NA   FALSE   FALSE MSMA00059132  43199.04
## 164950       NA             NA   FALSE   FALSE MSMA00059132  43199.60
## 164951       NA             NA   FALSE   FALSE MSMA00058630  43200.59
## 164952       NA             NA   FALSE   FALSE MSMA00059132  43201.67
## 164953       NA             NA   FALSE   FALSE MSMA00059132  43201.94
## 164954       NA             NA   FALSE   FALSE MSMA00059132  43201.97
## 164955       NA             NA   FALSE   FALSE MSMA00058630  43202.61
## 164956       NA             NA   FALSE   FALSE MSMA00058630  43203.60
## 164957       NA             NA   FALSE   FALSE MSMA00058630  43204.56
## 164958       NA             NA   FALSE   FALSE MSMA00058630  43205.62
## 164959       NA             NA   FALSE   FALSE MSMA00058630  43206.56
## 164960       NA             NA   FALSE   FALSE MSMA00058630  43207.55
## 164961       NA             NA   FALSE   FALSE MSMA00058630  43208.55
## 164962       NA             NA   FALSE   FALSE MSMA00058630  43209.55
## 164963       NA             NA   FALSE   FALSE MSMA00058630  43210.51
## 164964       NA             NA   FALSE   FALSE MSMA00058630  43211.52
## 164965       NA             NA   FALSE   FALSE  MSMLDB00278  43211.53
## 164966       NA             NA   FALSE   FALSE  MSMLDB00278  43211.57
## 164967       NA             NA   FALSE   FALSE  MSMLDB00278  43212.03
## 164968       NA             NA   FALSE   FALSE  MSMLDB00278  43212.03
## 164969       NA             NA   FALSE   FALSE MSMA00058630  43212.52
## 164970       NA             NA   FALSE   FALSE MSMA00058630  43213.50
## 164971       NA             NA   FALSE   FALSE  MSMLDB00278  43213.51
## 164972       NA             NA   FALSE   FALSE  MSMLDB00278  43213.55
## 164973       NA             NA   FALSE   FALSE  MSMLDB00278  43214.56
## 164974       NA             NA   FALSE   FALSE MSMA00058630  43215.55
## 164975       NA             NA   FALSE   FALSE MSMA00058630  43216.56
## 164976       NA             NA   FALSE   FALSE MSMA00058630  43217.55
## 164977       NA             NA   FALSE   FALSE MSMA00058630  43218.55
## 164978       NA             NA   FALSE   FALSE MSMA00058630  43219.56
## 164979       NA             NA   FALSE   FALSE  MSMLDB00278  43220.58
## 164980       NA             NA   FALSE   FALSE MSMA00058630  43221.55
## 164981       NA             NA   FALSE   FALSE MSMA00058630  43222.55
## 164982       NA             NA   FALSE   FALSE MSMA00058630  43223.52
## 164983       NA             NA   FALSE   FALSE MSMA00058630  43224.55
## 164984       NA             NA   FALSE   FALSE  MSMLDB00278  43225.55
## 164985       NA             NA   FALSE   FALSE MSMA00058630  43226.51
## 164986       NA             NA   FALSE   FALSE MSMA00058630  43227.55
## 164987       NA             NA   FALSE   FALSE MSMA00058630  43228.56
## 164988       NA             NA   FALSE   FALSE MSMA00058630  43229.54
## 164989       NA             NA   FALSE   FALSE MSMA00058630  43230.56
## 164990       NA             NA   FALSE   FALSE  MSMLDB00278  43231.55
## 164991       NA             NA   FALSE   FALSE  MSMLDB00278  43232.56
## 164992       NA             NA   FALSE   FALSE  MSMLDB00278  43233.57
## 164993       NA             NA   FALSE   FALSE  MSMLDB00278  43234.55
## 164994       NA             NA   FALSE   FALSE  MSMLDB00278  43235.56
## 164995       NA             NA   FALSE   FALSE  MSMLDB00278  43235.57
## 164996       NA             NA   FALSE   FALSE MSMA00058630  43235.57
## 164997       NA             NA   FALSE   FALSE MSMA00058630  43235.87
## 164998       NA             NA   FALSE   FALSE  MSMLDB00278  43236.41
## 164999       NA             NA   FALSE   FALSE       Master  41353.74
## 165000       NA             NA   FALSE   FALSE       Master  41354.82
## 165001       NA             NA   FALSE   FALSE       Master  41355.83
## 165002       NA             NA   FALSE   FALSE       Master  41356.81
## 165003       NA             NA   FALSE   FALSE       Master  41357.72
## 165004       NA             NA   FALSE   FALSE       Master  41358.92
## 165005       NA             NA   FALSE   FALSE       Master  41359.70
## 165006       NA             NA   FALSE   FALSE       Master  41360.76
## 165007       NA             NA   FALSE   FALSE       Master  41361.84
## 165008       NA             NA   FALSE   FALSE       Master  41362.84
## 165009       NA             NA   FALSE   FALSE       Master  41363.85
## 165010       NA             NA   FALSE   FALSE       Master  41364.85
## 165011       NA             NA   FALSE   FALSE       Master  41364.97
## 165012       NA             NA   FALSE   FALSE       Master  41365.81
## 165013       NA             NA   FALSE   FALSE       Master  41366.82
## 165014       NA             NA   FALSE   FALSE        Cheng  41367.85
## 165015       NA             NA   FALSE   FALSE MSML00001726  43247.30
## 165016       NA             NA   FALSE   FALSE MSML00001726  43248.44
## 165017       NA             NA   FALSE   FALSE MSML00001726  43249.48
## 165018       NA             NA   FALSE   FALSE MSML00001726  43250.48
## 165019       NA             NA   FALSE   FALSE MSML00001726  43251.37
## 165020       NA             NA   FALSE   FALSE MSML00001726  43252.32
## 165021       NA             NA   FALSE   FALSE MSML00001726  43253.33
## 165022       NA             NA   FALSE   FALSE MSML00001726  43254.24
## 165023       NA             NA   FALSE   FALSE  MSMLDB00278  43254.31
## 165024       NA             NA   FALSE   FALSE  MSMLDB00278  43254.57
## 165025       NA             NA   FALSE   FALSE MSML00001726  43255.39
## 165026       NA             NA   FALSE   FALSE MSML00001726  43256.41
## 165027       NA             NA   FALSE   FALSE MSML00001726  43257.38
## 165028       NA             NA   FALSE   FALSE MSML00001726  43258.33
## 165029       NA             NA   FALSE   FALSE MSML00001726  43259.51
## 165030       NA             NA   FALSE   FALSE  MSMLDB00278  43260.06
## 165031       NA             NA   FALSE   FALSE  MSMLDB00278  43260.07
## 165032       NA             NA   FALSE   FALSE MSML00001726  43260.38
## 165033       NA             NA   FALSE   FALSE MSML00001726  43261.35
## 165034       NA             NA   FALSE   FALSE MSML00001726  43262.38
## 165035       NA             NA   FALSE   FALSE MSML00001726  43263.33
## 165036       NA             NA   FALSE   FALSE MSML00001726  43264.50
## 165037       NA             NA   FALSE   FALSE MSML00001726  43265.32
## 165038       NA             NA   FALSE   FALSE MSML00001726  43266.38
## 165039       NA             NA   FALSE   FALSE MSML00001726  43267.34
## 165040       NA             NA   FALSE   FALSE MSML00001726  43267.96
## 165041       NA             NA   FALSE   FALSE MSMA00059132  43268.53
## 165042       NA             NA   FALSE   FALSE MSMA00059132  43268.56
## 165043       NA             NA   FALSE   FALSE MSML00001726  43269.32
## 165044       NA             NA   FALSE   FALSE MSMA00059132  43269.93
## 165045       NA             NA   FALSE   FALSE MSMA00059132  43270.03
## 165046       NA             NA   FALSE   FALSE MSML00001726  43270.37
## 165047       NA             NA   FALSE   FALSE MSML00001726  43271.42
## 165048       NA             NA   FALSE   FALSE MSML00001726  43272.40
## 165049       NA             NA   FALSE   FALSE MSML00001726  43273.32
## 165050       NA             NA   FALSE   FALSE MSML00001726  43274.37
## 165051       NA             NA   FALSE   FALSE MSML00001726  43275.37
## 165052       NA             NA   FALSE   FALSE MSML00001726  43276.33
## 165053       NA             NA   FALSE   FALSE MSML00001726  43277.32
## 165054       NA             NA   FALSE   FALSE MSML00001726  43278.40
## 165055       NA             NA   FALSE   FALSE MSML00001726  43279.36
## 165056       NA             NA   FALSE   FALSE MSML00001726  43280.32
## 165057       NA             NA   FALSE   FALSE MSMA00059132  43280.42
## 165058       NA             NA   FALSE   FALSE MSMA00059132  43280.60
## 165059       NA             NA   FALSE   FALSE MSML00001726  43281.35
## 165060       NA             NA   FALSE   FALSE MSMA00059132  43282.13
## 165061       NA             NA   FALSE   FALSE MSMA00059132  43282.16
## 165062       NA             NA   FALSE   FALSE MSML00001726  43282.20
## 165063       NA             NA   FALSE   FALSE  MSMLDB00504  42724.78
## 165064       NA             NA   FALSE   FALSE  MSMLDB00504  42725.78
## 165065       NA             NA   FALSE   FALSE  MSMLDB00504  42727.80
## 165066       NA             NA   FALSE   FALSE  MSMLDB00504  42727.82
## 165067       NA             NA   FALSE   FALSE  MSMLDB00504  42728.82
## 165068       NA             NA   FALSE   FALSE  MSMLDB00504  42729.89
## 165069       NA             NA   FALSE   FALSE  MSMLDB00504  42730.86
## 165070       NA             NA   FALSE   FALSE  MSMLDB00504  42731.86
## 165071       NA             NA   FALSE   FALSE  MSMLDB00504  42732.90
## 165072       NA             NA   FALSE   FALSE  MSMLDB00504  42733.91
## 165073       NA             NA   FALSE   FALSE  MSMLDB00504  42734.94
## 165074       NA             NA   FALSE   FALSE  MSMLDB00504  42735.94
## 165075       NA             NA   FALSE   FALSE  MSMLDB00504  42736.96
## 165076       NA             NA   FALSE   FALSE  MSMLDB00504  42737.35
## 165077       NA             NA   FALSE   FALSE  MSMLDB00504  42737.37
## 165078       NA             NA   FALSE   FALSE  MSMLDB00504  42737.94
## 165079       NA             NA   FALSE   FALSE  MSMLDB00504  42738.96
## 165080       NA             NA   FALSE   FALSE  MSMLDB00504  42738.97
## 165081       NA             NA   FALSE   FALSE  MSMLDB00504  42740.00
## 165082       NA             NA   FALSE   FALSE  MSMLDB00504  42740.01
## 165083       NA             NA   FALSE   FALSE  MSMLDB00504  42740.99
## 165084       NA             NA   FALSE   FALSE  MSMLDB00504  42741.00
## 165085       NA             NA   FALSE   FALSE  MSMLDB00504  42741.94
## 165086       NA             NA   FALSE   FALSE  MSMLDB00504  42742.93
## 165087       NA             NA   FALSE   FALSE  MSMLDB00504  42743.93
## 165088       NA             NA   FALSE   FALSE  MSMLDB00504  42744.10
## 165089       NA             NA   FALSE   FALSE  MSMLDB00504  42744.77
## 165090       NA             NA   FALSE   FALSE  MSMLDB00504  42744.94
## 165091       NA             NA   FALSE   FALSE  MSMLDB00504  42745.97
## 165092       NA             NA   FALSE   FALSE  MSMLDB00504  42745.98
## 165093       NA             NA   FALSE   FALSE  MSMLDB00504  42746.92
## 165094       NA             NA   FALSE   FALSE  MSMLDB00504  42747.24
## 165095       NA             NA   FALSE   FALSE  MSMLDB00504  42747.29
## 165096       NA             NA   FALSE   FALSE  MSMLDB00504  42747.96
## 165097       NA             NA   FALSE   FALSE  MSMLDB00504  42748.95
## 165098       NA             NA   FALSE   FALSE  MSMLDB00504  42749.91
## 165099       NA             NA   FALSE   FALSE  MSMLDB00504  42750.90
## 165100       NA             NA   FALSE   FALSE  MSMLDB00504  42751.90
## 165101       NA             NA   FALSE   FALSE  MSMLDB00504  42752.86
## 165102       NA             NA   FALSE   FALSE  MSMLDB00504  42753.86
## 165103       NA             NA   FALSE   FALSE  MSMLDB00504  42754.82
## 165104       NA             NA   FALSE   FALSE  MSMLDB00504  42755.81
## 165105       NA             NA   FALSE   FALSE  MSMLDB00504  42756.81
## 165106       NA             NA   FALSE   FALSE  MSMLDB00504  42757.82
## 165107       NA             NA   FALSE   FALSE  MSMLDB00504  42758.77
## 165108       NA             NA   FALSE   FALSE  MSMLDB00504  42759.77
## 165109       NA             NA   FALSE   FALSE  MSMLDB00504  42760.77
## 165110       NA             NA   FALSE   FALSE  MSMLDB00504  42761.79
## 165111       NA             NA   FALSE   FALSE  MSMLDB00504  42762.77
## 165112       NA             NA   FALSE   FALSE  MSMLDB00504  42763.29
## 165113       NA             NA   FALSE   FALSE  MSMLDB00504  42763.71
## 165114       NA             NA   FALSE   FALSE  MSMLDB00504  42763.78
## 165115       NA             NA   FALSE   FALSE  MSMLDB00504  42764.67
## 165116       NA             NA   FALSE   FALSE  MSMLDB00504  42764.81
## 165117       NA             NA   FALSE   FALSE  MSMLDB00504  42765.78
## 165118       NA             NA   FALSE   FALSE  MSMLDB00504  42766.77
## 165119       NA             NA   FALSE   FALSE  MSMLDB00504  42767.77
## 165120       NA             NA   FALSE   FALSE  MSMLDB00504  42767.85
## 165121       NA             NA   FALSE   FALSE  MSMLDB00504  42768.78
## 165122       NA             NA   FALSE   FALSE  MSMLDB00504  42769.73
## 165123       NA             NA   FALSE   FALSE  MSMLDB00504  42770.73
## 165124       NA             NA   FALSE   FALSE  MSMLDB00504  42771.73
## 165125       NA             NA   FALSE   FALSE  MSMLDB00504  42772.73
## 165126       NA             NA   FALSE   FALSE       Master  40475.20
## 165127       NA             NA   FALSE   FALSE       Master  40476.45
## 165128       NA             NA   FALSE   FALSE       Master  40477.49
## 165129       NA             NA   FALSE   FALSE       Master  40478.47
## 165130       NA             NA   FALSE   FALSE       Master  40479.53
## 165131       NA             NA   FALSE   FALSE        Cengr  40480.55
## 165132       NA             NA   FALSE   FALSE       Master  40481.54
## 165133       NA             NA   FALSE   FALSE       Master  40482.28
## 165134       NA             NA   FALSE   FALSE       Master  40483.42
## 165135       NA             NA   FALSE   FALSE        Cengr  40484.57
##           updatedby  updatedon smconsreportid hsfoconsaetankclean
## 164349  MSMLDB00504 2016-11-04   845A00001694                 0.0
## 164350  MSMLDB00435 2016-11-04   845A00001692                 0.0
## 164351 MSMA00058617 2016-10-29   845A00001686                 0.0
## 164352  MSMLDB00504 2016-11-05   845A00001695                 0.0
## 164353  MSMLDB00504 2016-11-06   845A00001696                 0.0
## 164354  MSMLDB00504 2016-11-07   845A00001697                 0.0
## 164355  MSMLDB00435 2016-11-01   845A00001690                 0.0
## 164356  MSMLDB00435 2016-10-30   845A00001687                 0.0
## 164357  MSMLDB00504 2016-10-30   845A00001688                 0.0
## 164358  MSMLDB00435 2016-10-31   845A00001689                 0.0
## 164359  MSMLDB00278 2018-05-25   845A00002497                 0.0
## 164360  MSMLDB00504 2016-11-02   845A00001691                 0.0
## 164361 MSML00001726 2018-05-24   845A00002495                 0.0
## 164362 MSML00001726 2018-05-25   845A00002496                 0.0
## 164363 MSMA00058617 2016-10-01   845A00001652                 0.0
## 164364 MSMA00058617 2016-09-19   845A00001640                 0.0
## 164365 MSMA00058617 2016-09-20   845A00001641                 0.0
## 164366 MSMA00058617 2016-09-21   845A00001642                 0.0
## 164367 MSMA00058617 2016-09-23   845A00001643                 0.0
## 164368 MSMA00058617 2016-09-24   845A00001644                 0.0
## 164369 MSMA00058617 2016-09-24   845A00001645                 0.0
## 164370 MSMA00058617 2016-09-25   845A00001646                 0.0
## 164371 MSMA00058617 2016-09-26   845A00001647                 0.0
## 164372 MSMA00058617 2016-09-27   845A00001648                 0.0
## 164373  MSMLDB00504 2016-11-08   845A00001698                 0.0
## 164374  MSMLDB00278 2018-05-26   845A00002499                 0.0
## 164375  MSMLDB00278 2018-05-26   845A00002500                 0.0
## 164376  MSMLDB00504 2016-11-16   845A00001711                 0.0
## 164377  MSMLDB00278 2018-05-26   845A00002501                 0.0
## 164378  MSMLDB00504 2016-11-09   845A00001699                 0.0
## 164379  MSMLDB00504 2016-11-10   845A00001700                 0.0
## 164380 msma00057720 2016-11-11   845A00001701                 0.0
## 164381  MSMLDB00504 2016-11-12   845A00001702                 0.0
## 164382  MSMLDB00504 2016-11-13   845A00001704                 0.0
## 164383  MSMLDB00504 2016-11-14   845A00001705                 0.0
## 164384  MSMLDB00504 2016-11-14   845A00001706                 0.0
## 164385  MSMLDB00504 2016-11-15   845A00001707                 0.0
## 164386  MSMLDB00278 2018-05-25   845A00002498                 0.0
## 164387 MSMA00058617 2016-09-29   845A00001650                 0.0
## 164388 MSMA00058617 2016-09-30   845A00001651                 0.0
## 164389 MSMA00058617 2016-10-26   845A00001680                 0.0
## 164390 MSMA00058617 2016-10-27   845A00001681                 0.0
## 164391 MSMA00058617 2016-10-28   845A00001684                 0.0
## 164392 MSMA00058617 2016-10-29   845A00001685                 0.0
## 164393  MSMLDB00278 2018-05-20   845A00002488                 0.0
## 164394  MSMLDB00278 2018-05-21   845A00002489                 0.0
## 164395  MSMLDB00278 2018-05-22   845A00002490                 0.0
## 164396  MSMLDB00278 2018-05-23   845A00002491                 0.0
## 164397  MSMLDB00278 2018-05-23   845A00002492                 0.0
## 164398  MSMLDB00278 2018-05-23   845A00002494                 0.0
## 164399 MSMA00058617 2016-09-28   845A00001649                 0.0
## 164400  MSMLDB00504 2016-11-16   845A00001709                 0.0
## 164401  MSMLDB00504 2016-11-16   845A00001710                 0.0
## 164402       Master 2011-06-04   MSMA00000566                  NA
## 164403        Cengr 2011-06-05   MSMA00000567                  NA
## 164404        Cengr 2011-06-06   MSMA00000568                  NA
## 164405       Master 2011-06-07   MSMA00000569                  NA
## 164406       Master 2011-06-08   MSMA00000570                  NA
## 164407        Cengr 2011-06-09   MSMA00000571                  NA
## 164408       Master 2011-06-10   MSMA00000572                  NA
## 164409        Cengr 2011-06-11   MSMA00000573                  NA
## 164410       Master 2011-06-12   MSMA00000574                  NA
## 164411        Cengr 2011-06-13   MSMA00000575                  NA
## 164412        Cengr 2011-06-01   MSMA00000563                  NA
## 164413       Master 2011-06-02   MSMA00000564                  NA
## 164414        Cengr 2011-06-03   MSMA00000565                  NA
## 164415        Cengr 2011-06-20   MSMA00000579                  NA
## 164416       Master 2011-06-20   MSMA00000580                  NA
## 164417  MSMLDB00504 2016-11-17   845A00001712                 0.0
## 164418  MSMLDB00504 2016-11-17   845A00001713                 0.0
## 164419  MSMLDB00504 2016-11-18   845A00001714                 0.0
## 164420  MSMLDB00504 2016-11-19   845A00001715                 0.0
## 164421  MSMLDB00504 2016-11-19   845A00001716                 0.0
## 164422  MSMLDB00504 2016-11-20   845A00001717                 0.0
## 164423  MSMLDB00504 2016-11-20   845A00001718                 0.0
## 164424  MSMLDB00504 2016-11-21   845A00001719                 0.0
## 164425       Master 2011-06-14   MSMA00000576                  NA
## 164426  MSMLDB00504 2016-11-15   845A00001708                 0.0
## 164427       Master 2011-06-16   MSMA00000578                  NA
## 164428 MSMA00058617 2016-10-25   845A00001679                 0.0
## 164429  MSMLDB00504 2016-11-24   845A00001722                 0.0
## 164430  MSMLDB00504 2016-11-25   845A00001723                 0.0
## 164431  MSMLDB00504 2016-11-26   845A00001724                 0.0
## 164432  MSMLDB00504 2016-11-27   845A00001725                 0.0
## 164433  MSMLDB00504 2016-11-28   845A00001726                 0.0
## 164434  MSMLDB00504 2016-11-29   845A00001727                 0.0
## 164435  MSMLDB00504 2016-11-30   845A00001728                 0.0
## 164436  MSMLDB00504 2016-12-01   845A00001729                 0.0
## 164437  MSMLDB00504 2016-12-02   845A00001730                 0.0
## 164438  MSMLDB00504 2016-12-03   845A00001731                 0.0
## 164439  MSMLDB00504 2016-12-04   845A00001732                 0.0
## 164440  MSMLDB00504 2016-12-05   845A00001733                 0.0
## 164441  MSMLDB00504 2016-12-06   845A00001734                 0.0
## 164442  MSMLDB00504 2016-12-07   845A00001735                 0.0
## 164443 msma00057720 2016-12-08   845A00001736                 0.0
## 164444 msma00057720 2016-12-09   845A00001737                 0.0
## 164445  MSMLDB00504 2016-12-10   845A00001738                 0.0
## 164446  MSMLDB00504 2016-12-11   845A00001739                 0.0
## 164447  MSMLDB00504 2016-12-12   845A00001740                 0.0
## 164448  MSMLDB00504 2016-12-13   845A00001741                 0.0
## 164449  MSMLDB00504 2016-12-14   845A00001742                 0.0
## 164450  MSMLDB00504 2016-12-15   845A00001743                 0.0
## 164451  MSMLDB00504 2016-12-16   845A00001744                 0.0
## 164452  MSMLDB00504 2016-12-17   845A00001745                 0.0
## 164453        Cengr 2011-06-15   MSMA00000577                  NA
## 164454 MSMA00058617 2016-09-02   845A00001617                 0.0
## 164455 MSMA00058617 2016-09-03   845A00001618                 0.0
## 164456 MSMA00058617 2016-09-04   845A00001619                 0.0
## 164457        Cengr 2011-06-21   MSMA00000581                  NA
## 164458        Cengr 2011-06-21   MSMA00000582                  NA
## 164459        Cengr 2011-06-21   MSMA00000583                  NA
## 164460       Master 2011-06-21   MSMA00000584                  NA
## 164461        Cengr 2011-06-22   MSMA00000585                  NA
## 164462       Master 2011-06-23   MSMA00000586                  NA
## 164463        Cengr 2011-06-24   MSMA00000587                  NA
## 164464       Master 2011-06-25   MSMA00000588                  NA
## 164465       Master 2011-06-26   MSMA00000589                  NA
## 164466        Cengr 2011-06-27   MSMA00000590                  NA
## 164467  MSMLDB00504 2016-11-22   845A00001720                 0.0
## 164468  MSMLDB00504 2016-11-23   845A00001721                 0.0
## 164469 MSMA00058617 2016-09-15   845A00001636                 0.0
## 164470 MSMA00058617 2016-09-16   845A00001637                 0.0
## 164471 MSMA00058617 2016-09-17   845A00001638                 0.0
## 164472 MSMA00058617 2016-09-18   845A00001639                 0.0
## 164473        Cengr 2011-04-25   MSMA00000516                  NA
## 164474       Master 2011-04-26   MSMA00000517                  NA
## 164475        Cengr 2011-04-27   MSMA00000518                  NA
## 164476       Master 2011-04-28   MSMA00000519                  NA
## 164477       Master 2011-04-29   MSMA00000520                  NA
## 164478       Master 2011-04-30   MSMA00000521                  NA
## 164479       Master 2011-05-01   MSMA00000522                  NA
## 164480       Master 2011-05-02   MSMA00000523                  NA
## 164481       Master 2011-05-03   MSMA00000524                  NA
## 164482        Cengr 2011-05-04   MSMA00000525                  NA
## 164483       Master 2011-05-05   MSMA00000526                  NA
## 164484        Cengr 2011-05-05   MSMA00000527                  NA
## 164485 MSMA00058617 2016-10-02   845A00001653                 0.0
## 164486 MSMA00058617 2016-10-03   845A00001654                 0.0
## 164487 MSMA00058617 2016-10-04   845A00001655                 0.0
## 164488 MSMA00058617 2016-10-05   845A00001656                 0.0
## 164489 MSMA00058617 2016-10-06   845A00001657                 0.0
## 164490 MSMA00058617 2016-10-07   845A00001658                 0.0
## 164491 MSMA00058617 2016-10-08   845A00001659                 0.0
## 164492 MSMA00058617 2016-10-09   845A00001660                 0.0
## 164493 MSMA00058617 2016-10-10   845A00001661                 0.0
## 164494 MSMA00058617 2016-10-11   845A00001662                 0.0
## 164495 MSMA00058617 2016-10-12   845A00001663                 0.0
## 164496 MSMA00058617 2016-10-13   845A00001665                 0.0
## 164497 MSMA00058617 2016-10-14   845A00001666                 0.0
## 164498  MSMLDB00435 2016-10-15   845A00001667                 0.0
## 164499 MSMA00058617 2016-10-16   845A00001668                 0.0
## 164500 MSMA00058617 2016-10-17   845A00001669                 0.0
## 164501 MSMA00058617 2016-10-18   845A00001670                 0.0
## 164502 MSMA00058617 2016-10-19   845A00001671                 0.0
## 164503 MSMA00058617 2016-10-21   845A00001672                 0.0
## 164504 MSMA00058617 2016-10-22   845A00001673                 0.0
## 164505 MSMA00058617 2016-10-22   845A00001674                 0.0
## 164506 MSMA00058617 2016-10-23   845A00001675                 0.0
## 164507 MSMA00058617 2016-10-23   845A00001676                 0.0
## 164508 MSMA00058617 2016-10-23   845A00001677                 0.0
## 164509 MSMA00058617 2016-10-24   845A00001678                 0.0
## 164510  MSMLDB00278 2018-05-16   845A00002484                 0.0
## 164511  MSMLDB00278 2018-05-17   845A00002485                 0.0
## 164512  MSMLDB00278 2018-05-18   845A00002486                 0.0
## 164513  MSMLDB00278 2018-05-19   845A00002487                 0.0
## 164514        Cengr 2011-05-27   MSMA00000557                  NA
## 164515       Master 2011-05-27   MSMA00000558                  NA
## 164516        Cengr 2011-05-28   MSMA00000559                  NA
## 164517       Master 2011-05-29   MSMA00000560                  NA
## 164518        Cengr 2011-05-30   MSMA00000561                  NA
## 164519       Master 2011-05-31   MSMA00000562                  NA
## 164520 MSMA00058617 2016-07-13   845A00001557                 0.0
## 164521 MSMA00058617 2016-07-14   845A00001558                 0.0
## 164522 MSMA00058617 2016-07-15   845A00001559                 0.0
## 164523 MSMA00058617 2016-07-16   845A00001560                 0.0
## 164524 MSMA00058617 2016-07-17   845A00001561                 0.0
## 164525 msma00057720 2016-07-18   845A00001562                 0.0
## 164526 msma00057720 2016-07-19   845A00001563                 0.0
## 164527 msma00057720 2016-07-20   845A00001564                 0.0
## 164528 msma00057720 2016-07-21   845A00001565                 0.0
## 164529 MSMA00058617 2016-07-22   845A00001566                 0.0
## 164530 MSMA00058617 2016-07-23   845A00001567                 0.0
## 164531 msma00057720 2016-07-24   845A00001568                 0.0
## 164532 MSMA00058617 2016-07-25   845A00001569                 0.0
## 164533 MSMA00058617 2016-07-26   845A00001570                 0.0
## 164534 MSMA00058617 2016-07-27   845A00001571                 0.0
## 164535 MSMA00058617 2016-07-28   845A00001572                 0.0
## 164536 MSMA00058617 2016-07-29   845A00001573                 0.0
## 164537 MSMA00058617 2016-07-30   845A00001575                 0.0
## 164538 MSMA00058617 2016-07-31   845A00001576                 0.0
## 164539 MSMA00058617 2016-08-01   845A00001577                 0.0
## 164540 MSMA00058617 2016-08-02   845A00001578                 0.0
## 164541 MSMA00058617 2016-08-03   845A00001579                 0.0
## 164542 MSMA00058617 2016-08-04   845A00001580                 0.0
## 164543 MSMA00058617 2016-08-05   845A00001581                 0.0
## 164544 MSMA00058617 2016-08-06   845A00001582                 0.0
## 164545 MSMA00058617 2016-08-07   845A00001583                 0.0
## 164546 MSMA00058617 2016-08-08   845A00001584                 0.0
## 164547 MSMA00058617 2016-08-09   845A00001585                 0.0
## 164548 MSMA00058617 2016-08-10   845A00001586                 0.0
## 164549 MSMA00058617 2016-08-11   845A00001587                 0.0
## 164550 MSMA00058617 2016-08-12   845A00001588                 0.0
## 164551 MSMA00058617 2016-08-12   845A00001589                 0.0
## 164552 MSMA00058617 2016-08-13   845A00001590                 0.0
## 164553 MSMA00058617 2016-08-13   845A00001591                 0.0
## 164554 MSMA00058617 2016-08-14   845A00001592                 0.0
## 164555 MSMA00058617 2016-08-15   845A00001593                 0.0
## 164556 MSMA00058617 2016-08-16   845A00001594                 0.0
## 164557 MSMA00058617 2016-08-17   845A00001595                 0.0
## 164558 MSMA00058617 2016-08-18   845A00001597                 0.0
## 164559 MSMA00058617 2016-08-18   845A00001598                 0.0
## 164560 MSMA00058617 2016-08-18   845A00001599                 0.0
## 164561 MSMA00058617 2016-08-19   845A00001600                 0.0
## 164562 MSMA00058617 2016-08-20   845A00001601                 0.0
## 164563 MSMA00058617 2016-08-21   845A00001602                 0.0
## 164564 MSMA00058617 2016-08-22   845A00001603                 0.0
## 164565 MSMA00058617 2016-08-23   845A00001604                 0.0
## 164566 MSMA00058617 2016-08-25   845A00001605                 0.0
## 164567 MSMA00058617 2016-08-25   845A00001606                 0.0
## 164568 MSMA00058617 2016-08-25   845A00001609                 0.4
## 164569 MSMA00058617 2016-08-26   845A00001610                 0.0
## 164570 MSMA00058617 2016-08-27   845A00001611                 0.0
## 164571 MSMA00058617 2016-08-28   845A00001612                 0.0
## 164572 MSMA00058617 2016-08-29   845A00001613                 0.0
## 164573 MSMA00058617 2016-08-30           <NA>                 0.0
## 164574 MSMA00058617 2016-08-31           <NA>                 0.0
## 164575 MSMA00058617 2016-09-01   845A00001616                 0.0
## 164576       Master 2011-04-07   MSMA00000497                  NA
## 164577       Master 2011-04-08   MSMA00000498                  NA
## 164578 MSMA00058617 2016-09-05   845A00001621                 0.0
## 164579 MSMA00058617 2016-09-06   845A00001622                 0.0
## 164580 MSMA00058617 2016-09-06   845A00001623                 0.0
## 164581 MSMA00058617 2016-09-06   845A00001624                 0.0
## 164582 MSMA00058617 2016-09-07   845A00001625                 0.0
## 164583 MSMA00058617 2016-09-08   845A00001626                 0.0
## 164584 MSMA00058617 2016-09-09   845A00001627                 0.0
## 164585 MSMA00058617 2016-09-10   845A00001628                 0.0
## 164586 MSMA00058617 2016-09-13   845A00001629                 0.0
## 164587 MSMA00058617 2016-09-13   845A00001630                 0.0
## 164588 MSMA00058617 2016-09-13   845A00001634                 0.0
## 164589  MSMLDB00435 2016-09-15   845A00001635                 0.0
## 164590 MSMA00058290 2016-06-02   845A00001499                 0.0
## 164591 MSMA00058290 2016-06-03   845A00001500                 0.0
## 164592 msma00057720 2016-06-03   845A00001501                 0.0
## 164593 msma00057720 2016-06-05   845A00001502                 0.0
## 164594 MSMA00058290 2016-06-05   845A00001503                 0.0
## 164595 msma00057720 2016-06-06   845A00001504                 0.0
## 164596 msma00057720 2016-06-07   845A00001505                 0.0
## 164597 msma00057720 2016-06-08   845A00001506                 0.0
## 164598 msma00057720 2016-06-09   845A00001507                 0.0
## 164599 msma00057720 2016-06-10   845A00001508                 0.0
## 164600 msma00057720 2016-06-11   845A00001509                 0.0
## 164601 msma00057720 2016-06-12   845A00001510                 0.0
## 164602 MSMA00058290 2016-06-13   845A00001512                 0.0
## 164603 MSMA00058290 2016-06-13   845A00001513                 0.0
## 164604 MSMA00058290 2016-06-13   845A00001514                 0.0
## 164605 MSMA00058290 2016-06-13   845A00001515                 0.0
## 164606        Cengr 2011-05-05   MSMA00000528                  NA
## 164607       Master 2011-05-06   MSMA00000529                  NA
## 164608        Cengr 2011-05-07   MSMA00000530                  NA
## 164609       Master 2011-05-07   MSMA00000531                  NA
## 164610        Cengr 2011-05-07   MSMA00000532                  NA
## 164611       Master 2011-05-08   MSMA00000533                  NA
## 164612        Cengr 2011-05-09   MSMA00000534                  NA
## 164613        Cengr 2011-05-09   MSMA00000535                  NA
## 164614       Master 2011-05-10   MSMA00000536                  NA
## 164615       Master 2011-05-10   MSMA00000537                  NA
## 164616        Cengr 2011-05-12   MSMA00000538                  NA
## 164617       Master 2011-05-12   MSMA00000539                  NA
## 164618        Cengr 2011-05-12   MSMA00000540                  NA
## 164619        Cengr 2011-05-13   MSMA00000541                  NA
## 164620       Master 2011-05-13   MSMA00000542                  NA
## 164621       Master 2011-05-14   MSMA00000543                  NA
## 164622       Master 2011-05-15   MSMA00000544                  NA
## 164623       Master 2011-05-16   MSMA00000545                  NA
## 164624        Cengr 2011-05-16   MSMA00000546                  NA
## 164625        Cengr 2011-05-17   MSMA00000547                  NA
## 164626       Master 2011-05-18   MSMA00000548                  NA
## 164627       Master 2011-05-19   MSMA00000549                  NA
## 164628        Cengr 2011-05-20   MSMA00000550                  NA
## 164629       Master 2011-05-21   MSMA00000551                  NA
## 164630        Cengr 2011-05-22   MSMA00000552                  NA
## 164631        Cengr 2011-05-23   MSMA00000553                  NA
## 164632       Master 2011-05-24   MSMA00000554                  NA
## 164633        Cengr 2011-05-25   MSMA00000555                  NA
## 164634       Master 2011-05-26   MSMA00000556                  NA
## 164635 msma00057720 2016-07-07   845A00001551                 0.0
## 164636 MSMA00058617 2016-07-08   845A00001552                 0.0
## 164637 MSMA00058617 2016-07-09   845A00001553                 0.0
## 164638 MSMA00058617 2016-07-10   845A00001554                 0.0
## 164639 MSMA00058617 2016-07-11   845A00001555                 0.0
## 164640 msma00057720 2016-07-12   845A00001556                 0.0
## 164641 MSMA00059132 2017-08-14   845A00002092                 0.0
## 164642 MSMA00059132 2017-08-14   845A00002095                 0.0
## 164643 MSMA00059132 2017-09-03   845A00002097                 0.0
## 164644 MSMA00059132 2017-09-03   845A00002098                 0.0
## 164645 MSMA00059132 2017-09-03   845A00002099                 0.0
## 164646 MSMA00059132 2017-09-04   845A00002101                 0.0
## 164647 MSMA00059132 2017-09-04   845A00002103                 0.0
## 164648 MSMA00059132 2017-09-05   845A00002104                 0.0
## 164649 MSMA00059132 2017-09-05   845A00002105                 0.0
## 164650 MSMA00059132 2017-09-07   845A00002107                 0.0
## 164651 MSMA00058715 2017-09-07   845A00002108                 0.0
## 164652 MSMA00059132 2017-09-07   845A00002110                 0.0
## 164653 MSMA00058715 2017-09-07   845A00002111                 0.0
## 164654 MSMA00058715 2017-09-08   845A00002112                 0.0
## 164655 MSMA00058715 2017-09-09   845A00002114                 0.0
## 164656 MSMA00059132 2017-09-10   845A00002115                 0.0
## 164657 MSMA00058715 2017-09-11   845A00002116                 0.0
## 164658 MSMA00058715 2017-09-12   845A00002117                 0.0
## 164659 MSMA00058715 2017-09-13   845A00002118                 0.0
## 164660 MSMA00058715 2017-09-14   845A00002119                 0.0
## 164661 MSMA00058715 2017-09-15   845A00002120                 0.0
## 164662 MSMA00058715 2017-09-16   845A00002121                 0.0
## 164663 MSMA00059132 2017-09-16   845A00002123                 0.0
## 164664 MSMA00059132 2017-09-16   845A00002124                 0.0
## 164665 MSMA00059132 2017-09-17   845A00002125                 0.0
## 164666 MSMA00059132 2017-09-18   845A00002126                 0.0
## 164667 MSMA00059132 2017-09-19   845A00002127                 0.0
## 164668 MSMA00059132 2017-09-19   845A00002129                 0.0
## 164669 MSMA00059132 2017-09-19   845A00002130                 0.0
## 164670       Master 2011-06-28   MSMA00000591                  NA
## 164671       Master 2011-06-29   MSMA00000592                  NA
## 164672       Master 2011-06-30   MSMA00000593                  NA
## 164673        Cengr 2011-07-01   MSMA00000594                  NA
## 164674        Cengr 2011-07-02   MSMA00000595                  NA
## 164675        Cengr 2011-07-02   MSMA00000596                  NA
## 164676       Master 2011-07-02   MSMA00000597                  NA
## 164677        Cengr 2011-07-04   MSMA00000598                  NA
## 164678        Cengr 2011-07-04   MSMA00000599                  NA
## 164679        Cengr 2011-07-05   MSMA00000600                  NA
## 164680        Cengr 2011-07-05   MSMA00000601                  NA
## 164681       Master 2011-07-06   MSMA00000602                  NA
## 164682        Cengr 2011-07-07   MSMA00000603                  NA
## 164683        Cengr 2011-07-08   MSMA00000604                  NA
## 164684       Master 2011-07-09   MSMA00000605                  NA
## 164685        Cengr 2011-07-10   MSMA00000606                  NA
## 164686       Master 2011-07-11   MSMA00000607                  NA
## 164687       Master 2011-07-12   MSMA00000608                  NA
## 164688       Master 2011-07-13   MSMA00000609                  NA
## 164689        Cengr 2011-07-14   MSMA00000610                  NA
## 164690        Cengr 2011-07-15   MSMA00000611                  NA
## 164691       Master 2011-07-16   MSMA00000612                  NA
## 164692       Master 2011-07-17   MSMA00000613                  NA
## 164693       Master 2011-07-18   MSMA00000614                  NA
## 164694       Master 2011-07-19   MSMA00000615                  NA
## 164695        Cengr 2011-07-20   MSMA00000616                  NA
## 164696       Master 2011-07-21   MSMA00000617                  NA
## 164697  MSMLDB00504 2016-12-18   845A00001746                 0.0
## 164698  MSMLDB00504 2016-12-19   845A00001747                 0.0
## 164699       Master 2011-04-09   MSMA00000499                  NA
## 164700       Master 2011-04-10   MSMA00000500                  NA
## 164701       Master 2011-04-11   MSMA00000501                  NA
## 164702       Master 2011-04-12   MSMA00000502                  NA
## 164703       Master 2011-04-13   MSMA00000503                  NA
## 164704       Master 2011-04-14   MSMA00000504                  NA
## 164705       Master 2011-04-15   MSMA00000505                  NA
## 164706       Master 2011-04-16   MSMA00000506                  NA
## 164707       Master 2011-04-17   MSMA00000507                  NA
## 164708        Cengr 2011-04-18   MSMA00000508                  NA
## 164709       Master 2011-04-19   MSMA00000509                  NA
## 164710       Master 2011-04-20   MSMA00000510                  NA
## 164711       Master 2011-04-21   MSMA00000511                  NA
## 164712       Master 2011-04-22   MSMA00000512                  NA
## 164713       Master 2011-04-23   MSMA00000513                  NA
## 164714       Master 2011-04-24   MSMA00000514                  NA
## 164715        Cengr 2011-04-25   MSMA00000515                  NA
## 164716 MSMA00059132 2017-07-11   845A00002037                 0.0
## 164717 MSMA00059132 2017-07-11   845A00002038                 0.0
## 164718 MSMA00059132 2017-07-12   845A00002039                 0.0
## 164719 MSMA00059132 2017-07-13   845A00002045                 0.0
## 164720 MSMA00059132 2017-07-13   845A00002046                 0.0
## 164721 MSMA00059132 2017-07-14   845A00002047                 0.0
## 164722 MSMA00059132 2017-07-15   845A00002048                 0.0
## 164723 MSMA00059132 2017-07-16   845A00002050                 0.0
## 164724 MSMA00059132 2017-07-16   845A00002051                 0.0
## 164725 MSMA00059132 2017-07-16   845A00002052                 0.0
## 164726 MSMA00059132 2017-07-17   845A00002053                 0.0
## 164727 MSMA00059132 2017-07-18   845A00002054                 0.0
## 164728 MSMA00059132 2017-07-19   845A00002056                 0.0
## 164729 MSMA00059132 2017-07-20   845A00002057                 0.0
## 164730 MSMA00059132 2017-07-21   845A00002058                 0.0
## 164731 MSMA00059132 2017-07-22   845A00002059                 0.0
## 164732 MSMA00059132 2017-07-23   845A00002060                 0.0
## 164733 MSMA00059132 2017-07-24   845A00002061                 0.0
## 164734 MSMA00059132 2017-07-25   845A00002062                 0.0
## 164735 MSMA00059132 2017-07-26   845A00002063                 0.0
## 164736 MSMA00059132 2017-07-27   845A00002064                 0.0
## 164737 MSMA00059132 2017-07-27   845A00002065                 0.0
## 164738 MSMA00059132 2017-07-27   845A00002066                 0.0
## 164739 MSMA00059132 2017-07-28   845A00002067                 0.0
## 164740 MSMA00059132 2017-07-29   845A00002068                 0.0
## 164741 MSMA00059132 2017-07-29   845A00002069                 0.0
## 164742 MSMA00059132 2017-07-29   845A00002071                 0.0
## 164743 MSMA00059132 2017-07-30   845A00002072                 0.0
## 164744 MSMA00059132 2017-07-31   845A00002073                 0.0
## 164745 MSMA00059132 2017-08-01   845A00002074                 0.0
## 164746 MSMA00059132 2017-08-02   845A00002075                 0.0
## 164747 MSMA00059132 2017-08-03   845A00002076                 0.0
## 164748 MSMA00059132 2017-08-04   845A00002077                 0.0
## 164749 MSMA00059132 2017-08-05   845A00002078                 0.0
## 164750 MSMA00059132 2017-08-06   845A00002079                 0.0
## 164751 msma00057720 2017-08-07   845A00002080                 0.0
## 164752 MSMA00059132 2017-08-08   845A00002081                 0.0
## 164753 MSMA00059132 2017-08-09   845A00002082                 0.0
## 164754 MSMA00059132 2017-08-09   845A00002083                 0.0
## 164755 MSMA00059132 2017-08-09   845A00002085                 0.0
## 164756 MSMA00059132 2017-08-10   845A00002086                 0.0
## 164757 MSMA00059132 2017-08-11   845A00002087                 0.0
## 164758 MSMA00059132 2017-08-12   845A00002088                 0.0
## 164759 MSMA00059132 2017-08-13   845A00002089                 0.0
## 164760 MSMA00059132 2017-08-13   845A00002090                 0.0
## 164761 MSMA00059132 2017-08-13   845A00002091                 0.0
## 164762  MSMLDB00504 2017-02-07   845A00001819                 0.0
## 164763  MSMLDB00504 2017-02-08   845A00001820                 0.0
## 164764  MSMLDB00435 2017-02-10   845A00001821                 0.0
## 164765  MSMLDB00504 2017-02-10   845A00001822                 0.0
## 164766  MSMLDB00504 2017-02-11   845A00001823                 0.0
## 164767  MSMLDB00504 2017-02-12   845A00001824                 0.0
## 164768  MSMLDB00504 2017-02-13   845A00001825                 0.0
## 164769  MSMLDB00504 2017-02-14   845A00001827                 0.0
## 164770  MSMLDB00504 2017-02-15   845A00001828                 0.0
## 164771  MSMLDB00504 2017-02-16   845A00001829                 0.0
## 164772  MSMLDB00504 2017-02-17   845A00001830                 0.0
## 164773  MSMLDB00435 2017-02-18   845A00001831                 0.0
## 164774  MSMLDB00504 2017-02-19   845A00001832                 0.0
## 164775  MSMLDB00504 2017-02-20   845A00001833                 0.0
## 164776  MSMLDB00504 2017-02-21   845A00001834                 0.0
## 164777  MSMLDB00504 2017-02-22   845A00001835                 0.0
## 164778  MSMLDB00504 2017-02-23   845A00001836                 0.0
## 164779  MSMLDB00504 2017-02-24   845A00001837                 0.0
## 164780  MSMLDB00435 2017-02-25   845A00001838                 0.0
## 164781  MSMLDB00435 2017-02-26   845A00001839                 0.0
## 164782  MSMLDB00435 2017-02-27   845A00001840                 0.0
## 164783  MSMLDB00435 2017-03-01   845A00001841                 0.0
## 164784  MSMLDB00504 2017-03-01   845A00001842                 0.0
## 164785  MSMLDB00504 2017-03-02   845A00001843                 0.0
## 164786  MSMLDB00504 2017-03-03   845A00001844                 0.0
## 164787  MSMLDB00504 2017-03-03   845A00001845                 0.0
## 164788  MSMLDB00504 2017-03-04   845A00001846                 0.0
## 164789  MSMLDB00504 2017-03-04   845A00001847                 0.0
## 164790  MSMLDB00504 2017-03-04   845A00001848                 0.0
## 164791  MSMLDB00504 2017-03-04   845A00001849                 0.0
## 164792  MSMLDB00504 2017-03-05   845A00001850                 0.0
## 164793 MSMA00058617 2017-03-06   845A00001851                 0.0
## 164794 msma00058617 2017-03-07   845A00001852                 0.0
## 164795 msma00058617 2017-03-08   845A00001853                 0.0
## 164796 MSMA00058617 2017-03-09   845A00001854                 0.0
## 164797 MSMA00058617 2017-03-10   845A00001855                 0.0
## 164798 MSMA00058617 2017-03-10   845A00001856                 0.0
## 164799 MSMA00058617 2017-03-11   845A00001857                 0.0
## 164800 MSMA00058617 2017-03-11   845A00001858                 0.0
## 164801  MSMLDB00435 2017-03-12   845A00001859                 0.0
## 164802 msma00058617 2017-03-12   845A00001860                 0.0
## 164803 MSMA00058617 2017-03-12   845A00001861                 0.0
## 164804 MSMA00058617 2017-03-12   845A00001862                 0.0
## 164805 MSMA00058617 2017-03-13   845A00001868                 0.0
## 164806 msma00058617 2017-03-13   845A00001869                 0.0
## 164807 msma00058617 2017-03-14   845A00001870                 0.0
## 164808 msma00058617 2017-03-15   845A00001871                 0.0
## 164809 Msma00058617 2017-03-16   845A00001872                 0.0
## 164810 MSMA00058617 2017-03-16   845A00001873                 0.0
## 164811 MSMA00058617 2017-03-17   845A00001874                 0.0
## 164812 MSMA00058617 2017-03-17   845A00001875                 0.0
## 164813 msma00058617 2017-03-17   845A00001876                 0.0
## 164814 MSMA00058617 2017-03-18   845A00001878                 0.0
## 164815 msma00058617 2017-03-19   845A00001879                 0.0
## 164816 msma00058617 2017-03-21   845A00001880                 0.0
## 164817 msma00058617 2017-03-21   845A00001881                 0.0
## 164818 MSMA00058617 2017-03-22   845A00001883                 0.0
## 164819 msma00058617 2017-03-23   845A00001884                 0.0
## 164820 MSMA00058617 2017-03-24   845A00001885                 0.0
## 164821 msma00058617 2017-03-25   845A00001886                 0.0
## 164822 msma00058617 2017-03-26   845A00001887                 0.0
## 164823 msma00058617 2017-03-27   845A00001888                 0.0
## 164824 msma00058617 2017-03-27   845A00001889                 0.0
## 164825 msma00058617 2017-03-27   845A00001890                 0.3
## 164826 MSMA00058617 2017-03-28   845A00001891                 4.9
## 164827 msma00058617 2017-03-29   845A00001892                 0.0
## 164828 msma00058617 2017-03-29   845A00001893                 0.0
## 164829 msma00058617 2017-03-29   845A00001894                 0.0
## 164830 MSMA00058617 2017-03-30   845A00001895                 0.0
## 164831 MSMA00058617 2017-03-31   845A00001896                 0.0
## 164832 msma00058617 2017-04-02   845A00001897                 0.0
## 164833 msma00058617 2017-04-02   845A00001898                 0.0
## 164834 msma00058617 2017-04-03   845A00001900                 0.0
## 164835 msma00058617 2017-04-04   845A00001901                 0.0
## 164836 MSMA00058617 2017-04-05   845A00001902                 0.0
## 164837 MSMA00058617 2017-04-06   845A00001903                 0.0
## 164838 MSMA00058617 2017-04-07   845A00001904                 0.0
## 164839 MSMA00058617 2017-04-08   845A00001905                 0.0
## 164840 MSMA00058617 2017-04-08   845A00001906                 0.0
## 164841 msma00058617 2017-04-08   845A00001907                 0.0
## 164842 msma00058617 2017-04-08   845A00001908                 0.0
## 164843 msma00058617 2017-04-10   845A00001909                 0.0
## 164844 msma00058617 2017-04-10   845A00001910                 0.0
## 164845 MSMA00058617 2017-04-10   845A00001911                 0.0
## 164846 MSMA00058617 2017-04-10   845A00001912                 0.0
## 164847 MSMA00058617 2017-04-11   845A00001913                 0.0
## 164848 MSMA00058617 2017-04-12   845A00001914                 0.0
## 164849 msma00057720 2016-06-13   845A00001516                 0.0
## 164850 msma00057720 2016-06-14   845A00001517                 0.0
## 164851 MSMA00058290 2016-06-16   845A00001518                 0.0
## 164852 msma00057720 2016-06-16   845A00001519                 0.0
## 164853 msma00057720 2016-06-17   845A00001521                 0.0
## 164854 msma00057720 2016-06-18   845A00001522                 0.0
## 164855 msma00057720 2016-06-19   845A00001523                 0.0
## 164856 msma00057720 2016-06-20   845A00001524                 0.0
## 164857 msma00057720 2016-06-21   845A00001525                 0.0
## 164858 msma00057720 2016-06-22   845A00001526                 0.0
## 164859 msma00057720 2016-06-23   845A00001527                 0.0
## 164860 msma00057720 2016-06-24   845A00001528                 0.0
## 164861 MSMA00058290 2016-06-24   845A00001529                 0.0
## 164862 MSMA00058290 2016-06-24   845A00001530                 0.0
## 164863 MSMA00058290 2016-06-25   845A00001531                 0.0
## 164864 MSMA00058290 2016-06-25   845A00001532                 0.0
## 164865 msma00057720 2016-06-25   845A00001533                 0.0
## 164866 msma00057720 2016-06-26   845A00001534                 0.0
## 164867 MSMA00058617 2016-06-26   845A00001535                 0.0
## 164868 MSMA00058617 2016-06-26   845A00001536                 0.0
## 164869 MSMA00058617 2016-06-27   845A00001537                 0.0
## 164870 MSMA00058617 2016-06-28   845A00001538                 0.0
## 164871 MSMA00058617 2016-06-29   845A00001540                 0.0
## 164872 MSMA00058617 2016-06-29   845A00001541                 0.0
## 164873 MSMA00058617 2016-06-29   845A00001542                 0.0
## 164874 msma00057720 2016-06-30   845A00001543                 0.0
## 164875 msma00057720 2016-07-01   845A00001544                 0.0
## 164876 MSMA00058617 2016-07-02   845A00001545                 0.0
## 164877 MSMA00058617 2016-07-03   845A00001547                 0.0
## 164878 msma00057720 2016-07-04   845A00001548                 0.0
## 164879 msma00057720 2016-07-05   845A00001549                 0.0
## 164880 MSMA00058617 2016-07-06   845A00001550                 0.0
## 164881        Cengr 2011-02-16   MSMA00000438                  NA
## 164882       Master 2011-02-17   MSMA00000439                  NA
## 164883       Master 2011-02-18   MSMA00000440                  NA
## 164884       Master 2011-02-19   MSMA00000441                  NA
## 164885       Master 2011-02-20   MSMA00000442                  NA
## 164886       Master 2011-02-21   MSMA00000443                  NA
## 164887       Master 2011-02-21   MSMA00000444                  NA
## 164888       Master 2011-02-22   MSMA00000445                  NA
## 164889       Master 2011-02-22   MSMA00000446                  NA
## 164890       Master 2011-02-23   MSMA00000447                  NA
## 164891        Cengr 2011-02-24   MSMA00000448                  NA
## 164892       Master 2011-02-24   MSMA00000449                  NA
## 164893       Master 2011-02-25   MSMA00000450                  NA
## 164894       Master 2011-02-26   MSMA00000451                  NA
## 164895       Master 2011-02-27   MSMA00000452                  NA
## 164896       Master 2011-02-28   MSMA00000453                  NA
## 164897       Master 2011-03-01   MSMA00000454                  NA
## 164898       Master 2011-03-02   MSMA00000455                  NA
## 164899       Master 2011-03-03   MSMA00000456                  NA
## 164900       Master 2011-03-04   MSMA00000457                  NA
## 164901       Master 2011-03-05   MSMA00000458                  NA
## 164902       Master 2011-03-06   MSMA00000459                  NA
## 164903       Master 2011-03-07   MSMA00000460                  NA
## 164904       Master 2011-03-08   MSMA00000461                  NA
## 164905       Master 2011-03-09   MSMA00000462                  NA
## 164906       Master 2011-03-10   MSMA00000463                  NA
## 164907       Master 2011-03-11   MSMA00000464                  NA
## 164908       Master 2011-03-12   MSMA00000465                  NA
## 164909       Master 2011-03-12   MSMA00000466                  NA
## 164910        Cengr 2011-03-13   MSMA00000467                  NA
## 164911       Master 2011-03-14   MSMA00000468                  NA
## 164912       Master 2011-03-14   MSMA00000469                  NA
## 164913       Master 2011-03-15   MSMA00000470                  NA
## 164914       Master 2011-03-16   MSMA00000471                  NA
## 164915        Cengr 2011-03-17   MSMA00000472                  NA
## 164916       Master 2011-03-18   MSMA00000473                  NA
## 164917       Master 2011-03-19   MSMA00000474                  NA
## 164918       Master 2011-03-20   MSMA00000475                  NA
## 164919       Master 2011-03-21   MSMA00000476                  NA
## 164920       Master 2011-03-22   MSMA00000477                  NA
## 164921       Master 2011-03-23   MSMA00000478                  NA
## 164922       Master 2011-03-24   MSMA00000479                  NA
## 164923       Master 2011-03-25   MSMA00000480                  NA
## 164924       Master 2011-03-26   MSMA00000481                  NA
## 164925       Master 2011-03-27   MSMA00000482                  NA
## 164926       Master 2011-03-28   MSMA00000483                  NA
## 164927       Master 2011-03-29   MSMA00000484                  NA
## 164928       Master 2011-03-29   MSMA00000485                  NA
## 164929       Master 2011-03-30   MSMA00000486                  NA
## 164930        Cengr 2011-03-31   MSMA00000487                  NA
## 164931       Master 2011-03-31   MSMA00000488                  NA
## 164932       Master 2011-04-01   MSMA00000489                  NA
## 164933       Master 2011-04-02   MSMA00000490                  NA
## 164934        Cengr 2011-04-03   MSMA00000491                  NA
## 164935       Master 2011-04-03   MSMA00000492                  NA
## 164936       Master 2011-04-04   MSMA00000493                  NA
## 164937       Master 2011-04-05   MSMA00000494                  NA
## 164938       Master 2011-04-05   MSMA00000495                  NA
## 164939       Master 2011-04-06   MSMA00000496                  NA
## 164940 MSMA00058630 2018-04-05   845A00002420                 0.0
## 164941 MSMA00058630 2018-04-05   845A00002421                 0.0
## 164942 MSMA00059132 2018-04-05   845A00002422                 0.0
## 164943 MSMA00059132 2018-04-06   845A00002423                 0.0
## 164944 MSMA00059132 2018-04-06   845A00002425                 0.0
## 164945 MSMA00059132 2018-04-06   845A00002426                 0.0
## 164946 MSMA00058630 2018-04-07   845A00002427                 0.0
## 164947 MSMA00058630 2018-04-08   845A00002428                 0.0
## 164948 MSMA00058630 2018-04-09   845A00002429                 0.0
## 164949 MSMA00059132 2018-04-09   845A00002430                 0.0
## 164950 MSMA00059132 2018-04-09   845A00002431                 0.0
## 164951 MSMA00059132 2018-04-10   845A00002432                 0.0
## 164952 MSMA00059132 2018-04-11   845A00002433                 0.0
## 164953 MSMA00059132 2018-04-11   845A00002434                 0.0
## 164954 MSMA00059132 2018-04-11   845A00002435                 0.0
## 164955 MSMA00059132 2018-04-12   845A00002436                 0.0
## 164956 MSMA00059132 2018-04-13   845A00002437                 0.0
## 164957  MSMLDB00278 2018-04-14   845A00002438                 0.0
## 164958  MSMLDB00278 2018-04-15   845A00002439                 4.0
## 164959  MSMLDB00278 2018-04-16   845A00002440                 2.7
## 164960  MSMLDB00278 2018-04-17   845A00002441                 0.0
## 164961  MSMLDB00278 2018-04-18   845A00002442                 0.0
## 164962  MSMLDB00278 2018-04-19   845A00002443                 0.0
## 164963  MSMLDB00278 2018-04-20   845A00002444                 0.0
## 164964  MSMLDB00278 2018-04-21   845A00002445                 0.0
## 164965  MSMLDB00278 2018-04-21   845A00002446                 0.0
## 164966  MSMLDB00278 2018-04-21   845A00002447                 0.0
## 164967  MSMLDB00278 2018-04-22   845A00002448                 0.0
## 164968  MSMLDB00278 2018-04-22   845A00002449                 0.0
## 164969  MSMLDB00278 2018-04-22   845A00002450                 0.0
## 164970  MSMLDB00278 2018-04-23   845A00002451                 0.0
## 164971  MSMLDB00278 2018-04-23   845A00002452                 0.0
## 164972  MSMLDB00278 2018-04-23   845A00002453                 0.0
## 164973  MSMLDB00278 2018-04-24   845A00002454                 0.0
## 164974  MSMLDB00278 2018-04-25   845A00002455                 0.0
## 164975  MSMLDB00278 2018-04-26   845A00002457                 0.0
## 164976  MSMLDB00278 2018-04-27   845A00002458                 0.0
## 164977  MSMLDB00278 2018-04-28   845A00002459                 0.0
## 164978  MSMLDB00278 2018-04-29   845A00002460                 0.0
## 164979  MSMLDB00278 2018-04-30           <NA>                 0.0
## 164980 MSMA00058630 2018-05-01           <NA>                 0.0
## 164981 MSMA00058630 2018-05-02           <NA>                 0.0
## 164982 MSMA00058630 2018-05-03           <NA>                 0.0
## 164983 MSMA00058630 2018-05-04           <NA>                 0.0
## 164984  MSMLDB00278 2018-05-05           <NA>                 0.0
## 164985 MSMA00058630 2018-05-06           <NA>                 0.0
## 164986 MSMA00058630 2018-05-07           <NA>                 0.0
## 164987 MSMA00058630 2018-05-08           <NA>                 0.0
## 164988  MSMLDB00278 2018-05-09   845A00002471                 0.0
## 164989  MSMLDB00278 2018-05-10   845A00002472                 0.0
## 164990  MSMLDB00278 2018-05-11   845A00002473                 0.0
## 164991  MSMLDB00278 2018-05-12   845A00002475                 0.0
## 164992  MSMLDB00278 2018-05-13   845A00002476                 0.0
## 164993  MSMLDB00278 2018-05-14   845A00002477                 0.0
## 164994  MSMLDB00278 2018-05-15   845A00002478                 0.0
## 164995  MSMLDB00278 2018-05-15   845A00002480                 0.0
## 164996  MSMLDB00278 2018-05-15   845A00002481                 0.0
## 164997  MSMLDB00278 2018-05-16   845A00002482                 0.0
## 164998  MSMLDB00278 2018-05-16   845A00002483                 0.0
## 164999       Master 2013-03-20   MSMA00001285                  NA
## 165000        Cheng 2013-03-21   MSMA00001286                  NA
## 165001       Master 2013-03-22   MSMA00001287                  NA
## 165002       Master 2013-03-23   MSMA00001288                  NA
## 165003       Master 2013-03-24   MSMA00001289                  NA
## 165004       Master 2013-03-25   MSMA00001290                  NA
## 165005       Master 2013-03-26   MSMA00001291                  NA
## 165006       Master 2013-03-27   MSMA00001292                  NA
## 165007       Master 2013-03-28   MSMA00001293                  NA
## 165008       Master 2013-03-29   MSMA00001294                  NA
## 165009       Master 2013-03-30   MSMA00001295                  NA
## 165010       Master 2013-03-31   MSMA00001296                  NA
## 165011       Master 2013-03-31   MSMA00001297                  NA
## 165012       Master 2013-04-01   MSMA00001298                  NA
## 165013       Master 2013-04-02   MSMA00001299                  NA
## 165014       Master 2013-04-03   MSMA00001300                  NA
## 165015 MSML00001726 2018-05-27   845A00002502                 0.0
## 165016 MSML00001726 2018-05-28   845A00002503                 0.0
## 165017 MSML00001726 2018-05-29   845A00002504                 0.0
## 165018 MSML00001726 2018-05-30   845A00002505                 0.0
## 165019 MSML00001726 2018-05-31   845A00002506                 0.0
## 165020 MSML00001726 2018-06-01   845A00002507                 0.0
## 165021 MSML00001726 2018-06-02   845A00002508                 0.0
## 165022  MSMLDB00278 2018-06-03   845A00002509                 0.0
## 165023  MSMLDB00278 2018-06-03   845A00002510                 0.0
## 165024  MSMLDB00278 2018-06-03   845A00002511                 0.0
## 165025  MSMLDB00278 2018-06-04   845A00002512                 0.0
## 165026  MSMLDB00278 2018-06-05   845A00002513                 0.0
## 165027  MSMLDB00278 2018-06-06   845A00002514                 0.0
## 165028  MSMLDB00278 2018-06-07   845A00002515                 0.0
## 165029  MSMLDB00278 2018-06-08   845A00002516                 0.0
## 165030  MSMLDB00278 2018-06-09   845A00002517                 0.0
## 165031  MSMLDB00278 2018-06-09   845A00002518                 0.0
## 165032 MSML00001726 2018-06-09   845A00002519                 0.0
## 165033 MSML00001726 2018-06-10   845A00002520                 0.0
## 165034 MSML00001726 2018-06-11   845A00002521                 0.0
## 165035 MSML00001726 2018-06-12   845A00002522                 0.0
## 165036 MSML00001726 2018-06-13   845A00002523                 0.0
## 165037 MSML00001726 2018-06-14   845A00002524                 0.0
## 165038 MSML00001726 2018-06-15   845A00002525                 0.0
## 165039 MSML00001726 2018-06-16   845A00002526                 0.0
## 165040 MSML00001726 2018-06-17   845A00002527                 0.0
## 165041 MSMA00059132 2018-06-17   845A00002528                 0.0
## 165042 MSMA00059132 2018-06-17   845A00002529                 0.0
## 165043 MSMA00059132 2018-06-18   845A00002530                 0.0
## 165044 MSMA00059132 2018-06-18   845A00002531                 0.0
## 165045 MSMA00059132 2018-06-19   845A00002532                 0.0
## 165046 MSML00001726 2018-06-19   845A00002533                 0.0
## 165047 MSML00001726 2018-06-20   845A00002534                 0.0
## 165048 MSML00001726 2018-06-21   845A00002535                 0.0
## 165049 MSML00001726 2018-06-22   845A00002536                 0.0
## 165050 MSML00001726 2018-06-23   845A00002537                 0.0
## 165051 MSML00001726 2018-06-24   845A00002538                 0.0
## 165052 MSML00001726 2018-06-25   845A00002539                 0.0
## 165053 MSML00001726 2018-06-26   845A00002540                 0.0
## 165054 MSML00001726 2018-06-27   845A00002541                 0.0
## 165055 MSML00001726 2018-06-28   845A00002542                 0.0
## 165056 MSML00001726 2018-06-29   845A00002543                 0.0
## 165057 MSMA00059132 2018-06-29   845A00002544                 0.0
## 165058 MSMA00059132 2018-06-29   845A00002545                 0.0
## 165059 MSMA00059132 2018-06-30   845A00002546                 0.0
## 165060 MSMA00059132 2018-07-01   845A00002547                 0.0
## 165061 MSMA00059132 2018-07-01   845A00002548                 0.0
## 165062 MSML00001726 2018-07-01   845A00002549                 0.0
## 165063  MSMLDB00504 2016-12-20   845A00001748                 0.0
## 165064  MSMLDB00504 2016-12-23   845A00001749                 0.0
## 165065  MSMLDB00504 2016-12-23   845A00001751                 0.0
## 165066  MSMLDB00504 2016-12-23   845A00001753                 0.0
## 165067  MSMLDB00504 2016-12-24   845A00001754                 0.0
## 165068 msma00057720 2016-12-25   845A00001755                 0.0
## 165069  MSMLDB00504 2016-12-26   845A00001756                 0.0
## 165070  MSMLDB00504 2016-12-27   845A00001757                 0.0
## 165071  MSMLDB00504 2016-12-28   845A00001758                 0.0
## 165072  MSMLDB00504 2016-12-29   845A00001759                 0.0
## 165073  MSMLDB00504 2016-12-30   845A00001760                 0.0
## 165074  MSMLDB00504 2016-12-31   845A00001761                 0.0
## 165075  MSMLDB00504 2017-01-01   845A00001762                 0.0
## 165076  MSMLDB00504 2017-01-02   845A00001763                 0.0
## 165077  MSMLDB00504 2017-01-02   845A00001764                 0.0
## 165078  MSMLDB00504 2017-01-02   845A00001765                 0.0
## 165079  MSMLDB00504 2017-01-03   845A00001766                 0.0
## 165080  MSMLDB00504 2017-01-03   845A00001767                 0.0
## 165081  MSMLDB00504 2017-01-05   845A00001768                 0.0
## 165082  MSMLDB00504 2017-01-05   845A00001769                 0.0
## 165083  MSMLDB00504 2017-01-05   845A00001770                 0.0
## 165084  MSMLDB00504 2017-01-06   845A00001771                 0.0
## 165085  MSMLDB00504 2017-01-06   845A00001772                 0.0
## 165086  MSMLDB00504 2017-01-07   845A00001773                 0.0
## 165087  MSMLDB00504 2017-01-08   845A00001774                 0.0
## 165088  MSMLDB00504 2017-01-09   845A00001775                 0.0
## 165089  MSMLDB00504 2017-01-09   845A00001776                 0.0
## 165090  MSMLDB00504 2017-01-09   845A00001777                 0.0
## 165091  MSMLDB00504 2017-01-10   845A00001779                 0.0
## 165092  MSMLDB00504 2017-01-10   845A00001781                 0.0
## 165093  MSMLDB00504 2017-01-11   845A00001783                 0.0
## 165094  MSMLDB00504 2017-01-12   845A00001784                 0.0
## 165095  MSMLDB00504 2017-01-12   845A00001786                 0.0
## 165096  MSMLDB00504 2017-01-12   845A00001787                 0.0
## 165097  MSMLDB00504 2017-01-13   845A00001788                 0.0
## 165098  MSMLDB00504 2017-01-14   845A00001789                 0.0
## 165099  MSMLDB00504 2017-01-15   845A00001790                 0.0
## 165100  MSMLDB00504 2017-01-16   845A00001791                 0.0
## 165101  MSMLDB00504 2017-01-17   845A00001792                 0.0
## 165102  MSMLDB00504 2017-01-18   845A00001793                 0.0
## 165103  MSMLDB00504 2017-01-19   845A00001794                 0.0
## 165104  MSMLDB00504 2017-01-20   845A00001795                 0.0
## 165105  MSMLDB00504 2017-01-21   845A00001796                 0.0
## 165106  MSMLDB00504 2017-01-22   845A00001797                 0.0
## 165107  MSMLDB00504 2017-01-23   845A00001798                 0.0
## 165108  MSMLDB00504 2017-01-24   845A00001799                 0.0
## 165109  MSMLDB00504 2017-01-25   845A00001800                 0.0
## 165110  MSMLDB00504 2017-01-26   845A00001801                 0.0
## 165111  MSMLDB00504 2017-01-27   845A00001802                 0.0
## 165112  MSMLDB00504 2017-01-28   845A00001803                 0.0
## 165113  MSMLDB00504 2017-01-28   845A00001804                 0.0
## 165114  MSMLDB00504 2017-01-28   845A00001805                 0.0
## 165115  MSMLDB00504 2017-01-29   845A00001807                 0.0
## 165116  MSMLDB00504 2017-01-29   845A00001808                 0.0
## 165117  MSMLDB00504 2017-01-30   845A00001810                 0.0
## 165118  MSMLDB00504 2017-01-31   845A00001811                 0.0
## 165119  MSMLDB00504 2017-02-01   845A00001812                 0.0
## 165120  MSMLDB00504 2017-02-01   845A00001813                 0.0
## 165121  MSMLDB00435 2017-02-03   845A00001814                 0.0
## 165122  MSMLDB00504 2017-02-03   845A00001815                 0.0
## 165123  MSMLDB00504 2017-02-04   845A00001816                 0.0
## 165124  MSMLDB00504 2017-02-05   845A00001817                 0.0
## 165125  MSMLDB00435 2017-02-07   845A00001818                 0.0
## 165126       Master 2010-10-24   MSMA00000317                  NA
## 165127       Master 2010-10-25   MSMA00000318                  NA
## 165128       Master 2010-10-26   MSMA00000319                  NA
## 165129       Master 2010-10-27   MSMA00000320                  NA
## 165130        Cengr 2010-10-28   MSMA00000321                  NA
## 165131       Master 2010-10-29   MSMA00000322                  NA
## 165132       Master 2010-10-30   MSMA00000323                  NA
## 165133       Master 2010-10-31   MSMA00000324                  NA
## 165134       Master 2010-11-01   MSMA00000325                  NA
## 165135        Cengr 2010-11-02   MSMA00000326                  NA
##        hsfoconsaeinerting hsfoconsboilertankclean hsfoconsboilerinerting
## 164349                0.0                     0.0                    0.0
## 164350                0.0                     0.0                    0.0
## 164351                0.0                     0.0                    0.0
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## 164402                 NA                      NA                     NA
## 164403                 NA                      NA                     NA
## 164404                 NA                      NA                     NA
## 164405                 NA                      NA                     NA
## 164406                 NA                      NA                     NA
## 164407                 NA                      NA                     NA
## 164408                 NA                      NA                     NA
## 164409                 NA                      NA                     NA
## 164410                 NA                      NA                     NA
## 164411                 NA                      NA                     NA
## 164412                 NA                      NA                     NA
## 164413                 NA                      NA                     NA
## 164414                 NA                      NA                     NA
## 164415                 NA                      NA                     NA
## 164416                 NA                      NA                     NA
## 164417                0.0                     0.0                    0.0
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## 164425                 NA                      NA                     NA
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## 164450                0.0                     0.0                    0.0
## 164451                0.0                     0.0                    0.0
## 164452                0.0                     0.0                    0.0
## 164453                 NA                      NA                     NA
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## 164455                0.0                     0.0                    0.0
## 164456                0.0                     0.0                    0.0
## 164457                 NA                      NA                     NA
## 164458                 NA                      NA                     NA
## 164459                 NA                      NA                     NA
## 164460                 NA                      NA                     NA
## 164461                 NA                      NA                     NA
## 164462                 NA                      NA                     NA
## 164463                 NA                      NA                     NA
## 164464                 NA                      NA                     NA
## 164465                 NA                      NA                     NA
## 164466                 NA                      NA                     NA
## 164467                0.0                     0.0                    0.0
## 164468                0.0                     0.0                    0.0
## 164469                0.0                     0.0                    0.0
## 164470                0.0                     0.0                    0.0
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## 164472                0.0                     0.0                    0.0
## 164473                 NA                      NA                     NA
## 164474                 NA                      NA                     NA
## 164475                 NA                      NA                     NA
## 164476                 NA                      NA                     NA
## 164477                 NA                      NA                     NA
## 164478                 NA                      NA                     NA
## 164479                 NA                      NA                     NA
## 164480                 NA                      NA                     NA
## 164481                 NA                      NA                     NA
## 164482                 NA                      NA                     NA
## 164483                 NA                      NA                     NA
## 164484                 NA                      NA                     NA
## 164485                0.0                     0.0                    0.0
## 164486                0.0                     0.0                    0.0
## 164487                0.0                     0.0                    0.0
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## 164512                0.0                     0.0                    0.0
## 164513                0.0                     0.0                    0.0
## 164514                 NA                      NA                     NA
## 164515                 NA                      NA                     NA
## 164516                 NA                      NA                     NA
## 164517                 NA                      NA                     NA
## 164518                 NA                      NA                     NA
## 164519                 NA                      NA                     NA
## 164520                0.0                     0.0                    0.0
## 164521                0.0                     0.0                    0.0
## 164522                0.0                     0.0                    0.0
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## 164576                 NA                      NA                     NA
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## 164606                 NA                      NA                     NA
## 164607                 NA                      NA                     NA
## 164608                 NA                      NA                     NA
## 164609                 NA                      NA                     NA
## 164610                 NA                      NA                     NA
## 164611                 NA                      NA                     NA
## 164612                 NA                      NA                     NA
## 164613                 NA                      NA                     NA
## 164614                 NA                      NA                     NA
## 164615                 NA                      NA                     NA
## 164616                 NA                      NA                     NA
## 164617                 NA                      NA                     NA
## 164618                 NA                      NA                     NA
## 164619                 NA                      NA                     NA
## 164620                 NA                      NA                     NA
## 164621                 NA                      NA                     NA
## 164622                 NA                      NA                     NA
## 164623                 NA                      NA                     NA
## 164624                 NA                      NA                     NA
## 164625                 NA                      NA                     NA
## 164626                 NA                      NA                     NA
## 164627                 NA                      NA                     NA
## 164628                 NA                      NA                     NA
## 164629                 NA                      NA                     NA
## 164630                 NA                      NA                     NA
## 164631                 NA                      NA                     NA
## 164632                 NA                      NA                     NA
## 164633                 NA                      NA                     NA
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## 164635                0.0                     0.0                    0.0
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## 164670                 NA                      NA                     NA
## 164671                 NA                      NA                     NA
## 164672                 NA                      NA                     NA
## 164673                 NA                      NA                     NA
## 164674                 NA                      NA                     NA
## 164675                 NA                      NA                     NA
## 164676                 NA                      NA                     NA
## 164677                 NA                      NA                     NA
## 164678                 NA                      NA                     NA
## 164679                 NA                      NA                     NA
## 164680                 NA                      NA                     NA
## 164681                 NA                      NA                     NA
## 164682                 NA                      NA                     NA
## 164683                 NA                      NA                     NA
## 164684                 NA                      NA                     NA
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## 164686                 NA                      NA                     NA
## 164687                 NA                      NA                     NA
## 164688                 NA                      NA                     NA
## 164689                 NA                      NA                     NA
## 164690                 NA                      NA                     NA
## 164691                 NA                      NA                     NA
## 164692                 NA                      NA                     NA
## 164693                 NA                      NA                     NA
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## 164695                 NA                      NA                     NA
## 164696                 NA                      NA                     NA
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## 164699                 NA                      NA                     NA
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## 164703                 NA                      NA                     NA
## 164704                 NA                      NA                     NA
## 164705                 NA                      NA                     NA
## 164706                 NA                      NA                     NA
## 164707                 NA                      NA                     NA
## 164708                 NA                      NA                     NA
## 164709                 NA                      NA                     NA
## 164710                 NA                      NA                     NA
## 164711                 NA                      NA                     NA
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## 164999                 NA                      NA                     NA
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## 165126                 NA                      NA                     NA
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## 164402                  NA                 NA                      NA
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## 164514                  NA                 NA                      NA
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## 165124                 0                      0                     0
## 165125                 0                      0                     0
## 165126                NA                     NA                    NA
## 165127                NA                     NA                    NA
## 165128                NA                     NA                    NA
## 165129                NA                     NA                    NA
## 165130                NA                     NA                    NA
## 165131                NA                     NA                    NA
## 165132                NA                     NA                    NA
## 165133                NA                     NA                    NA
## 165134                NA                     NA                    NA
## 165135                NA                     NA                    NA
##        lsmgoconsaetankclean lsmgoconsaeinerting lsmgoconsboilertankclean
## 164349                  0.0                   0                      0.0
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## 164401                  0.0                   0                      0.0
## 164402                   NA                  NA                       NA
## 164403                   NA                  NA                       NA
## 164404                   NA                  NA                       NA
## 164405                   NA                  NA                       NA
## 164406                   NA                  NA                       NA
## 164407                   NA                  NA                       NA
## 164408                   NA                  NA                       NA
## 164409                   NA                  NA                       NA
## 164410                   NA                  NA                       NA
## 164411                   NA                  NA                       NA
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## 164425                   NA                  NA                       NA
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## 164453                   NA                  NA                       NA
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## 164457                   NA                  NA                       NA
## 164458                   NA                  NA                       NA
## 164459                   NA                  NA                       NA
## 164460                   NA                  NA                       NA
## 164461                   NA                  NA                       NA
## 164462                   NA                  NA                       NA
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## 164473                   NA                  NA                       NA
## 164474                   NA                  NA                       NA
## 164475                   NA                  NA                       NA
## 164476                   NA                  NA                       NA
## 164477                   NA                  NA                       NA
## 164478                   NA                  NA                       NA
## 164479                   NA                  NA                       NA
## 164480                   NA                  NA                       NA
## 164481                   NA                  NA                       NA
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## 164483                   NA                  NA                       NA
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## 164514                   NA                  NA                       NA
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## 164516                   NA                  NA                       NA
## 164517                   NA                  NA                       NA
## 164518                   NA                  NA                       NA
## 164519                   NA                  NA                       NA
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## 164575                  0.0                   0                      0.0
## 164576                   NA                  NA                       NA
## 164577                   NA                  NA                       NA
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## 164606                   NA                  NA                       NA
## 164607                   NA                  NA                       NA
## 164608                   NA                  NA                       NA
## 164609                   NA                  NA                       NA
## 164610                   NA                  NA                       NA
## 164611                   NA                  NA                       NA
## 164612                   NA                  NA                       NA
## 164613                   NA                  NA                       NA
## 164614                   NA                  NA                       NA
## 164615                   NA                  NA                       NA
## 164616                   NA                  NA                       NA
## 164617                   NA                  NA                       NA
## 164618                   NA                  NA                       NA
## 164619                   NA                  NA                       NA
## 164620                   NA                  NA                       NA
## 164621                   NA                  NA                       NA
## 164622                   NA                  NA                       NA
## 164623                   NA                  NA                       NA
## 164624                   NA                  NA                       NA
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## 164629                   NA                  NA                       NA
## 164630                   NA                  NA                       NA
## 164631                   NA                  NA                       NA
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## 164669                  0.0                   0                      0.0
## 164670                   NA                  NA                       NA
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## 164674                   NA                  NA                       NA
## 164675                   NA                  NA                       NA
## 164676                   NA                  NA                       NA
## 164677                   NA                  NA                       NA
## 164678                   NA                  NA                       NA
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## 164680                   NA                  NA                       NA
## 164681                   NA                  NA                       NA
## 164682                   NA                  NA                       NA
## 164683                   NA                  NA                       NA
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## 164685                   NA                  NA                       NA
## 164686                   NA                  NA                       NA
## 164687                   NA                  NA                       NA
## 164688                   NA                  NA                       NA
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## 164690                   NA                  NA                       NA
## 164691                   NA                  NA                       NA
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## 164697                  0.0                   0                      0.0
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## 164699                   NA                  NA                       NA
## 164700                   NA                  NA                       NA
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## 164881                   NA                  NA                       NA
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## 164914                   NA                  NA                       NA
## 164915                   NA                  NA                       NA
## 164916                   NA                  NA                       NA
## 164917                   NA                  NA                       NA
## 164918                   NA                  NA                       NA
## 164919                   NA                  NA                       NA
## 164920                   NA                  NA                       NA
## 164921                   NA                  NA                       NA
## 164922                   NA                  NA                       NA
## 164923                   NA                  NA                       NA
## 164924                   NA                  NA                       NA
## 164925                   NA                  NA                       NA
## 164926                   NA                  NA                       NA
## 164927                   NA                  NA                       NA
## 164928                   NA                  NA                       NA
## 164929                   NA                  NA                       NA
## 164930                   NA                  NA                       NA
## 164931                   NA                  NA                       NA
## 164932                   NA                  NA                       NA
## 164933                   NA                  NA                       NA
## 164934                   NA                  NA                       NA
## 164935                   NA                  NA                       NA
## 164936                   NA                  NA                       NA
## 164937                   NA                  NA                       NA
## 164938                   NA                  NA                       NA
## 164939                   NA                  NA                       NA
## 164940                  0.0                   0                      0.0
## 164941                  0.0                   0                      0.0
## 164942                  0.0                   0                      0.0
## 164943                  0.0                   0                      0.0
## 164944                  0.0                   0                      0.0
## 164945                  0.0                   0                      0.0
## 164946                  0.0                   0                      0.0
## 164947                  0.0                   0                      0.0
## 164948                  0.0                   0                      0.0
## 164949                  0.0                   0                      0.0
## 164950                  0.0                   0                      0.0
## 164951                  0.0                   0                      0.0
## 164952                  0.0                   0                      0.0
## 164953                  0.0                   0                      0.0
## 164954                  0.0                   0                      0.0
## 164955                  0.0                   0                      0.0
## 164956                  0.0                   0                      0.0
## 164957                  0.0                   0                      0.0
## 164958                  0.0                   0                      0.0
## 164959                  0.0                   0                      0.0
## 164960                  0.0                   0                      0.0
## 164961                  0.0                   0                      0.0
## 164962                  0.0                   0                      0.0
## 164963                  0.0                   0                      0.0
## 164964                  0.0                   0                      0.0
## 164965                  0.0                   0                      0.0
## 164966                  0.0                   0                      0.0
## 164967                  0.0                   0                      0.0
## 164968                  0.0                   0                      0.0
## 164969                  0.0                   0                      0.0
## 164970                  0.0                   0                      0.0
## 164971                  0.0                   0                      0.0
## 164972                  0.0                   0                      0.0
## 164973                  0.0                   0                      0.0
## 164974                  0.0                   0                      0.0
## 164975                  0.0                   0                      0.0
## 164976                  0.0                   0                      0.0
## 164977                  0.0                   0                      0.0
## 164978                  0.0                   0                      0.0
## 164979                  0.0                   0                      0.0
## 164980                  0.0                   0                      0.0
## 164981                  0.0                   0                      0.0
## 164982                  0.0                   0                      0.0
## 164983                  0.0                   0                      0.0
## 164984                  0.0                   0                      0.0
## 164985                  0.0                   0                      0.0
## 164986                  0.0                   0                      0.0
## 164987                  0.0                   0                      0.0
## 164988                  0.0                   0                      0.0
## 164989                  0.0                   0                      0.0
## 164990                  0.0                   0                      0.0
## 164991                  0.0                   0                      0.0
## 164992                  0.0                   0                      0.0
## 164993                  0.0                   0                      0.0
## 164994                  0.0                   0                      0.0
## 164995                  0.0                   0                      0.0
## 164996                  0.0                   0                      0.0
## 164997                  0.0                   0                      0.0
## 164998                  0.0                   0                      0.0
## 164999                   NA                  NA                       NA
## 165000                   NA                  NA                       NA
## 165001                   NA                  NA                       NA
## 165002                   NA                  NA                       NA
## 165003                   NA                  NA                       NA
## 165004                   NA                  NA                       NA
## 165005                   NA                  NA                       NA
## 165006                   NA                  NA                       NA
## 165007                   NA                  NA                       NA
## 165008                   NA                  NA                       NA
## 165009                   NA                  NA                       NA
## 165010                   NA                  NA                       NA
## 165011                   NA                  NA                       NA
## 165012                   NA                  NA                       NA
## 165013                   NA                  NA                       NA
## 165014                   NA                  NA                       NA
## 165015                  0.0                   0                      0.0
## 165016                  0.0                   0                      0.0
## 165017                  0.0                   0                      0.0
## 165018                  0.0                   0                      0.0
## 165019                  0.0                   0                      0.0
## 165020                  0.0                   0                      0.0
## 165021                  0.0                   0                      0.0
## 165022                  0.0                   0                      0.0
## 165023                  0.0                   0                      0.0
## 165024                  0.0                   0                      0.0
## 165025                  0.0                   0                      0.0
## 165026                  0.0                   0                      0.0
## 165027                  0.0                   0                      0.0
## 165028                  0.0                   0                      0.0
## 165029                  0.0                   0                      0.0
## 165030                  0.0                   0                      0.0
## 165031                  0.0                   0                      0.0
## 165032                  0.0                   0                      0.0
## 165033                  0.0                   0                      0.0
## 165034                  0.0                   0                      0.0
## 165035                  0.0                   0                      0.0
## 165036                  0.0                   0                      0.0
## 165037                  0.0                   0                      0.0
## 165038                  0.0                   0                      0.0
## 165039                  0.0                   0                      0.0
## 165040                  0.0                   0                      0.0
## 165041                  0.0                   0                      0.0
## 165042                  0.0                   0                      0.0
## 165043                  0.0                   0                      0.0
## 165044                  0.0                   0                      0.0
## 165045                  0.0                   0                      0.0
## 165046                  0.0                   0                      0.0
## 165047                  0.0                   0                      0.0
## 165048                  0.0                   0                      0.0
## 165049                  0.0                   0                      0.0
## 165050                  0.0                   0                      0.0
## 165051                  0.0                   0                      0.0
## 165052                  0.0                   0                      0.0
## 165053                  0.0                   0                      0.0
## 165054                  0.0                   0                      0.0
## 165055                  0.0                   0                      0.0
## 165056                  0.0                   0                      0.0
## 165057                  0.0                   0                      0.0
## 165058                  0.0                   0                      0.0
## 165059                  0.0                   0                      0.0
## 165060                  0.0                   0                      0.0
## 165061                  0.0                   0                      0.0
## 165062                  0.0                   0                      0.0
## 165063                  0.0                   0                      0.0
## 165064                  0.0                   0                      0.0
## 165065                  0.0                   0                      0.0
## 165066                  0.0                   0                      0.0
## 165067                  0.0                   0                      0.0
## 165068                  0.0                   0                      0.0
## 165069                  0.0                   0                      0.0
## 165070                  0.0                   0                      0.0
## 165071                  0.0                   0                      0.0
## 165072                  0.0                   0                      0.0
## 165073                  0.0                   0                      0.0
## 165074                  0.0                   0                      0.0
## 165075                  0.0                   0                      0.0
## 165076                  0.0                   0                      0.0
## 165077                  0.0                   0                      0.0
## 165078                  0.0                   0                      0.0
## 165079                  0.0                   0                      0.0
## 165080                  0.0                   0                      0.0
## 165081                  0.0                   0                      0.0
## 165082                  0.0                   0                      0.0
## 165083                  0.0                   0                      0.0
## 165084                  0.0                   0                      0.0
## 165085                  0.0                   0                      0.0
## 165086                  0.0                   0                      0.0
## 165087                  0.0                   0                      0.0
## 165088                  0.0                   0                      0.0
## 165089                  0.0                   0                      0.0
## 165090                  0.0                   0                      0.0
## 165091                  0.0                   0                      0.0
## 165092                  0.0                   0                      0.0
## 165093                  0.0                   0                      0.0
## 165094                  0.0                   0                      0.0
## 165095                  0.0                   0                      0.0
## 165096                  0.0                   0                      0.0
## 165097                  0.0                   0                      0.0
## 165098                  0.0                   0                      0.0
## 165099                  0.0                   0                      0.0
## 165100                  0.0                   0                      0.0
## 165101                  0.0                   0                      0.0
## 165102                  0.0                   0                      0.0
## 165103                  0.0                   0                      0.0
## 165104                  0.0                   0                      0.0
## 165105                  0.0                   0                      0.0
## 165106                  0.0                   0                      0.0
## 165107                  0.0                   0                      0.0
## 165108                  0.0                   0                      0.0
## 165109                  0.0                   0                      0.0
## 165110                  0.0                   0                      0.0
## 165111                  0.0                   0                      0.0
## 165112                  0.0                   0                      0.0
## 165113                  0.0                   0                      0.0
## 165114                  0.0                   0                      0.0
## 165115                  0.0                   0                      0.0
## 165116                  0.0                   0                      0.0
## 165117                  0.0                   0                      0.0
## 165118                  0.0                   0                      0.0
## 165119                  0.0                   0                      0.0
## 165120                  0.0                   0                      0.0
## 165121                  0.0                   0                      0.0
## 165122                  0.0                   0                      0.0
## 165123                  0.0                   0                      0.0
## 165124                  0.0                   0                      0.0
## 165125                  0.0                   0                      0.0
## 165126                   NA                  NA                       NA
## 165127                   NA                  NA                       NA
## 165128                   NA                  NA                       NA
## 165129                   NA                  NA                       NA
## 165130                   NA                  NA                       NA
## 165131                   NA                  NA                       NA
## 165132                   NA                  NA                       NA
## 165133                   NA                  NA                       NA
## 165134                   NA                  NA                       NA
## 165135                   NA                  NA                       NA
##        lsmgoconsboilerinerting vesselname vesshortcode vestypeid vesflagid
## 164349                     0.0     abqaiq       abqaiq        to       sau
## 164350                     0.0     abqaiq       abqaiq        to       sau
## 164351                     0.0     abqaiq       abqaiq        to       sau
## 164352                     0.0     abqaiq       abqaiq        to       sau
## 164353                     0.0     abqaiq       abqaiq        to       sau
## 164354                     0.0     abqaiq       abqaiq        to       sau
## 164355                     0.0     abqaiq       abqaiq        to       sau
## 164356                     0.0     abqaiq       abqaiq        to       sau
## 164357                     0.0     abqaiq       abqaiq        to       sau
## 164358                     0.0     abqaiq       abqaiq        to       sau
## 164359                     0.0     abqaiq       abqaiq        to       sau
## 164360                     0.0     abqaiq       abqaiq        to       sau
## 164361                     0.0     abqaiq       abqaiq        to       sau
## 164362                     0.0     abqaiq       abqaiq        to       sau
## 164363                     0.0     abqaiq       abqaiq        to       sau
## 164364                     0.0     abqaiq       abqaiq        to       sau
## 164365                     0.0     abqaiq       abqaiq        to       sau
## 164366                     0.0     abqaiq       abqaiq        to       sau
## 164367                     0.0     abqaiq       abqaiq        to       sau
## 164368                     0.0     abqaiq       abqaiq        to       sau
## 164369                     0.0     abqaiq       abqaiq        to       sau
## 164370                     0.0     abqaiq       abqaiq        to       sau
## 164371                     0.0     abqaiq       abqaiq        to       sau
## 164372                     0.0     abqaiq       abqaiq        to       sau
## 164373                     0.0     abqaiq       abqaiq        to       sau
## 164374                     0.0     abqaiq       abqaiq        to       sau
## 164375                     0.0     abqaiq       abqaiq        to       sau
## 164376                     0.0     abqaiq       abqaiq        to       sau
## 164377                     0.0     abqaiq       abqaiq        to       sau
## 164378                     0.0     abqaiq       abqaiq        to       sau
## 164379                     0.0     abqaiq       abqaiq        to       sau
## 164380                     0.0     abqaiq       abqaiq        to       sau
## 164381                     0.0     abqaiq       abqaiq        to       sau
## 164382                     0.0     abqaiq       abqaiq        to       sau
## 164383                     0.0     abqaiq       abqaiq        to       sau
## 164384                     0.0     abqaiq       abqaiq        to       sau
## 164385                     0.0     abqaiq       abqaiq        to       sau
## 164386                     0.0     abqaiq       abqaiq        to       sau
## 164387                     0.0     abqaiq       abqaiq        to       sau
## 164388                     0.0     abqaiq       abqaiq        to       sau
## 164389                     0.0     abqaiq       abqaiq        to       sau
## 164390                     0.0     abqaiq       abqaiq        to       sau
## 164391                     0.0     abqaiq       abqaiq        to       sau
## 164392                     0.0     abqaiq       abqaiq        to       sau
## 164393                     0.0     abqaiq       abqaiq        to       sau
## 164394                     0.0     abqaiq       abqaiq        to       sau
## 164395                     0.0     abqaiq       abqaiq        to       sau
## 164396                     0.0     abqaiq       abqaiq        to       sau
## 164397                     0.0     abqaiq       abqaiq        to       sau
## 164398                     0.0     abqaiq       abqaiq        to       sau
## 164399                     0.0     abqaiq       abqaiq        to       sau
## 164400                     0.0     abqaiq       abqaiq        to       sau
## 164401                     0.0     abqaiq       abqaiq        to       sau
## 164402                      NA     abqaiq       abqaiq        to       sau
## 164403                      NA     abqaiq       abqaiq        to       sau
## 164404                      NA     abqaiq       abqaiq        to       sau
## 164405                      NA     abqaiq       abqaiq        to       sau
## 164406                      NA     abqaiq       abqaiq        to       sau
## 164407                      NA     abqaiq       abqaiq        to       sau
## 164408                      NA     abqaiq       abqaiq        to       sau
## 164409                      NA     abqaiq       abqaiq        to       sau
## 164410                      NA     abqaiq       abqaiq        to       sau
## 164411                      NA     abqaiq       abqaiq        to       sau
## 164412                      NA     abqaiq       abqaiq        to       sau
## 164413                      NA     abqaiq       abqaiq        to       sau
## 164414                      NA     abqaiq       abqaiq        to       sau
## 164415                      NA     abqaiq       abqaiq        to       sau
## 164416                      NA     abqaiq       abqaiq        to       sau
## 164417                     0.0     abqaiq       abqaiq        to       sau
## 164418                     0.0     abqaiq       abqaiq        to       sau
## 164419                     0.0     abqaiq       abqaiq        to       sau
## 164420                     0.0     abqaiq       abqaiq        to       sau
## 164421                     0.0     abqaiq       abqaiq        to       sau
## 164422                     0.0     abqaiq       abqaiq        to       sau
## 164423                     0.0     abqaiq       abqaiq        to       sau
## 164424                     0.0     abqaiq       abqaiq        to       sau
## 164425                      NA     abqaiq       abqaiq        to       sau
## 164426                     0.0     abqaiq       abqaiq        to       sau
## 164427                      NA     abqaiq       abqaiq        to       sau
## 164428                     0.0     abqaiq       abqaiq        to       sau
## 164429                     0.0     abqaiq       abqaiq        to       sau
## 164430                     0.0     abqaiq       abqaiq        to       sau
## 164431                     0.0     abqaiq       abqaiq        to       sau
## 164432                     0.0     abqaiq       abqaiq        to       sau
## 164433                     0.0     abqaiq       abqaiq        to       sau
## 164434                     0.0     abqaiq       abqaiq        to       sau
## 164435                     0.0     abqaiq       abqaiq        to       sau
## 164436                     0.0     abqaiq       abqaiq        to       sau
## 164437                     0.0     abqaiq       abqaiq        to       sau
## 164438                     0.0     abqaiq       abqaiq        to       sau
## 164439                     0.0     abqaiq       abqaiq        to       sau
## 164440                     0.0     abqaiq       abqaiq        to       sau
## 164441                     0.0     abqaiq       abqaiq        to       sau
## 164442                     0.0     abqaiq       abqaiq        to       sau
## 164443                     0.0     abqaiq       abqaiq        to       sau
## 164444                     0.0     abqaiq       abqaiq        to       sau
## 164445                     0.0     abqaiq       abqaiq        to       sau
## 164446                     0.0     abqaiq       abqaiq        to       sau
## 164447                     0.0     abqaiq       abqaiq        to       sau
## 164448                     0.0     abqaiq       abqaiq        to       sau
## 164449                     0.0     abqaiq       abqaiq        to       sau
## 164450                     0.0     abqaiq       abqaiq        to       sau
## 164451                     0.0     abqaiq       abqaiq        to       sau
## 164452                     0.0     abqaiq       abqaiq        to       sau
## 164453                      NA     abqaiq       abqaiq        to       sau
## 164454                     0.0     abqaiq       abqaiq        to       sau
## 164455                     0.0     abqaiq       abqaiq        to       sau
## 164456                     0.0     abqaiq       abqaiq        to       sau
## 164457                      NA     abqaiq       abqaiq        to       sau
## 164458                      NA     abqaiq       abqaiq        to       sau
## 164459                      NA     abqaiq       abqaiq        to       sau
## 164460                      NA     abqaiq       abqaiq        to       sau
## 164461                      NA     abqaiq       abqaiq        to       sau
## 164462                      NA     abqaiq       abqaiq        to       sau
## 164463                      NA     abqaiq       abqaiq        to       sau
## 164464                      NA     abqaiq       abqaiq        to       sau
## 164465                      NA     abqaiq       abqaiq        to       sau
## 164466                      NA     abqaiq       abqaiq        to       sau
## 164467                     0.0     abqaiq       abqaiq        to       sau
## 164468                     0.0     abqaiq       abqaiq        to       sau
## 164469                     0.0     abqaiq       abqaiq        to       sau
## 164470                     0.0     abqaiq       abqaiq        to       sau
## 164471                     0.0     abqaiq       abqaiq        to       sau
## 164472                     0.0     abqaiq       abqaiq        to       sau
## 164473                      NA     abqaiq       abqaiq        to       sau
## 164474                      NA     abqaiq       abqaiq        to       sau
## 164475                      NA     abqaiq       abqaiq        to       sau
## 164476                      NA     abqaiq       abqaiq        to       sau
## 164477                      NA     abqaiq       abqaiq        to       sau
## 164478                      NA     abqaiq       abqaiq        to       sau
## 164479                      NA     abqaiq       abqaiq        to       sau
## 164480                      NA     abqaiq       abqaiq        to       sau
## 164481                      NA     abqaiq       abqaiq        to       sau
## 164482                      NA     abqaiq       abqaiq        to       sau
## 164483                      NA     abqaiq       abqaiq        to       sau
## 164484                      NA     abqaiq       abqaiq        to       sau
## 164485                     0.0     abqaiq       abqaiq        to       sau
## 164486                     0.0     abqaiq       abqaiq        to       sau
## 164487                     0.0     abqaiq       abqaiq        to       sau
## 164488                     0.0     abqaiq       abqaiq        to       sau
## 164489                     0.0     abqaiq       abqaiq        to       sau
## 164490                     0.0     abqaiq       abqaiq        to       sau
## 164491                     0.0     abqaiq       abqaiq        to       sau
## 164492                     0.0     abqaiq       abqaiq        to       sau
## 164493                     0.0     abqaiq       abqaiq        to       sau
## 164494                     0.0     abqaiq       abqaiq        to       sau
## 164495                     0.0     abqaiq       abqaiq        to       sau
## 164496                     0.0     abqaiq       abqaiq        to       sau
## 164497                     0.0     abqaiq       abqaiq        to       sau
## 164498                     0.0     abqaiq       abqaiq        to       sau
## 164499                     0.0     abqaiq       abqaiq        to       sau
## 164500                     0.0     abqaiq       abqaiq        to       sau
## 164501                     0.0     abqaiq       abqaiq        to       sau
## 164502                     0.0     abqaiq       abqaiq        to       sau
## 164503                     0.0     abqaiq       abqaiq        to       sau
## 164504                     0.0     abqaiq       abqaiq        to       sau
## 164505                     0.0     abqaiq       abqaiq        to       sau
## 164506                     0.0     abqaiq       abqaiq        to       sau
## 164507                     0.0     abqaiq       abqaiq        to       sau
## 164508                     0.0     abqaiq       abqaiq        to       sau
## 164509                     0.0     abqaiq       abqaiq        to       sau
## 164510                     0.0     abqaiq       abqaiq        to       sau
## 164511                     0.0     abqaiq       abqaiq        to       sau
## 164512                     0.0     abqaiq       abqaiq        to       sau
## 164513                     0.0     abqaiq       abqaiq        to       sau
## 164514                      NA     abqaiq       abqaiq        to       sau
## 164515                      NA     abqaiq       abqaiq        to       sau
## 164516                      NA     abqaiq       abqaiq        to       sau
## 164517                      NA     abqaiq       abqaiq        to       sau
## 164518                      NA     abqaiq       abqaiq        to       sau
## 164519                      NA     abqaiq       abqaiq        to       sau
## 164520                     0.0     abqaiq       abqaiq        to       sau
## 164521                     0.0     abqaiq       abqaiq        to       sau
## 164522                     0.0     abqaiq       abqaiq        to       sau
## 164523                     0.0     abqaiq       abqaiq        to       sau
## 164524                     0.0     abqaiq       abqaiq        to       sau
## 164525                     0.0     abqaiq       abqaiq        to       sau
## 164526                     0.0     abqaiq       abqaiq        to       sau
## 164527                     0.0     abqaiq       abqaiq        to       sau
## 164528                     0.0     abqaiq       abqaiq        to       sau
## 164529                     0.0     abqaiq       abqaiq        to       sau
## 164530                     0.0     abqaiq       abqaiq        to       sau
## 164531                     0.0     abqaiq       abqaiq        to       sau
## 164532                     0.0     abqaiq       abqaiq        to       sau
## 164533                     0.0     abqaiq       abqaiq        to       sau
## 164534                     0.0     abqaiq       abqaiq        to       sau
## 164535                     0.0     abqaiq       abqaiq        to       sau
## 164536                     0.0     abqaiq       abqaiq        to       sau
## 164537                     0.0     abqaiq       abqaiq        to       sau
## 164538                     0.0     abqaiq       abqaiq        to       sau
## 164539                     0.0     abqaiq       abqaiq        to       sau
## 164540                     0.0     abqaiq       abqaiq        to       sau
## 164541                     0.0     abqaiq       abqaiq        to       sau
## 164542                     0.0     abqaiq       abqaiq        to       sau
## 164543                     0.0     abqaiq       abqaiq        to       sau
## 164544                     0.0     abqaiq       abqaiq        to       sau
## 164545                     0.0     abqaiq       abqaiq        to       sau
## 164546                     0.0     abqaiq       abqaiq        to       sau
## 164547                     0.0     abqaiq       abqaiq        to       sau
## 164548                     0.0     abqaiq       abqaiq        to       sau
## 164549                     0.0     abqaiq       abqaiq        to       sau
## 164550                     0.0     abqaiq       abqaiq        to       sau
## 164551                     0.0     abqaiq       abqaiq        to       sau
## 164552                     0.0     abqaiq       abqaiq        to       sau
## 164553                     0.0     abqaiq       abqaiq        to       sau
## 164554                     0.0     abqaiq       abqaiq        to       sau
## 164555                     0.0     abqaiq       abqaiq        to       sau
## 164556                     0.0     abqaiq       abqaiq        to       sau
## 164557                     0.0     abqaiq       abqaiq        to       sau
## 164558                     0.0     abqaiq       abqaiq        to       sau
## 164559                     0.0     abqaiq       abqaiq        to       sau
## 164560                     0.0     abqaiq       abqaiq        to       sau
## 164561                     0.0     abqaiq       abqaiq        to       sau
## 164562                     0.0     abqaiq       abqaiq        to       sau
## 164563                     0.0     abqaiq       abqaiq        to       sau
## 164564                     0.0     abqaiq       abqaiq        to       sau
## 164565                     0.0     abqaiq       abqaiq        to       sau
## 164566                     0.0     abqaiq       abqaiq        to       sau
## 164567                     0.0     abqaiq       abqaiq        to       sau
## 164568                     0.0     abqaiq       abqaiq        to       sau
## 164569                     0.0     abqaiq       abqaiq        to       sau
## 164570                     0.0     abqaiq       abqaiq        to       sau
## 164571                     0.0     abqaiq       abqaiq        to       sau
## 164572                     0.0     abqaiq       abqaiq        to       sau
## 164573                     0.0     abqaiq       abqaiq        to       sau
## 164574                     0.0     abqaiq       abqaiq        to       sau
## 164575                     0.0     abqaiq       abqaiq        to       sau
## 164576                      NA     abqaiq       abqaiq        to       sau
## 164577                      NA     abqaiq       abqaiq        to       sau
## 164578                     0.0     abqaiq       abqaiq        to       sau
## 164579                     0.0     abqaiq       abqaiq        to       sau
## 164580                     0.0     abqaiq       abqaiq        to       sau
## 164581                     0.0     abqaiq       abqaiq        to       sau
## 164582                     0.0     abqaiq       abqaiq        to       sau
## 164583                     0.0     abqaiq       abqaiq        to       sau
## 164584                     0.0     abqaiq       abqaiq        to       sau
## 164585                     0.0     abqaiq       abqaiq        to       sau
## 164586                     0.0     abqaiq       abqaiq        to       sau
## 164587                     0.0     abqaiq       abqaiq        to       sau
## 164588                     0.0     abqaiq       abqaiq        to       sau
## 164589                     0.0     abqaiq       abqaiq        to       sau
## 164590                     0.0     abqaiq       abqaiq        to       sau
## 164591                     0.0     abqaiq       abqaiq        to       sau
## 164592                     0.0     abqaiq       abqaiq        to       sau
## 164593                     0.0     abqaiq       abqaiq        to       sau
## 164594                     0.0     abqaiq       abqaiq        to       sau
## 164595                     0.0     abqaiq       abqaiq        to       sau
## 164596                     0.0     abqaiq       abqaiq        to       sau
## 164597                     0.0     abqaiq       abqaiq        to       sau
## 164598                     0.0     abqaiq       abqaiq        to       sau
## 164599                     0.0     abqaiq       abqaiq        to       sau
## 164600                     0.0     abqaiq       abqaiq        to       sau
## 164601                     0.0     abqaiq       abqaiq        to       sau
## 164602                     0.0     abqaiq       abqaiq        to       sau
## 164603                     0.0     abqaiq       abqaiq        to       sau
## 164604                     0.0     abqaiq       abqaiq        to       sau
## 164605                     0.0     abqaiq       abqaiq        to       sau
## 164606                      NA     abqaiq       abqaiq        to       sau
## 164607                      NA     abqaiq       abqaiq        to       sau
## 164608                      NA     abqaiq       abqaiq        to       sau
## 164609                      NA     abqaiq       abqaiq        to       sau
## 164610                      NA     abqaiq       abqaiq        to       sau
## 164611                      NA     abqaiq       abqaiq        to       sau
## 164612                      NA     abqaiq       abqaiq        to       sau
## 164613                      NA     abqaiq       abqaiq        to       sau
## 164614                      NA     abqaiq       abqaiq        to       sau
## 164615                      NA     abqaiq       abqaiq        to       sau
## 164616                      NA     abqaiq       abqaiq        to       sau
## 164617                      NA     abqaiq       abqaiq        to       sau
## 164618                      NA     abqaiq       abqaiq        to       sau
## 164619                      NA     abqaiq       abqaiq        to       sau
## 164620                      NA     abqaiq       abqaiq        to       sau
## 164621                      NA     abqaiq       abqaiq        to       sau
## 164622                      NA     abqaiq       abqaiq        to       sau
## 164623                      NA     abqaiq       abqaiq        to       sau
## 164624                      NA     abqaiq       abqaiq        to       sau
## 164625                      NA     abqaiq       abqaiq        to       sau
## 164626                      NA     abqaiq       abqaiq        to       sau
## 164627                      NA     abqaiq       abqaiq        to       sau
## 164628                      NA     abqaiq       abqaiq        to       sau
## 164629                      NA     abqaiq       abqaiq        to       sau
## 164630                      NA     abqaiq       abqaiq        to       sau
## 164631                      NA     abqaiq       abqaiq        to       sau
## 164632                      NA     abqaiq       abqaiq        to       sau
## 164633                      NA     abqaiq       abqaiq        to       sau
## 164634                      NA     abqaiq       abqaiq        to       sau
## 164635                     0.0     abqaiq       abqaiq        to       sau
## 164636                     0.0     abqaiq       abqaiq        to       sau
## 164637                     0.0     abqaiq       abqaiq        to       sau
## 164638                     0.0     abqaiq       abqaiq        to       sau
## 164639                     0.0     abqaiq       abqaiq        to       sau
## 164640                     0.0     abqaiq       abqaiq        to       sau
## 164641                     0.0     abqaiq       abqaiq        to       sau
## 164642                     0.0     abqaiq       abqaiq        to       sau
## 164643                    23.1     abqaiq       abqaiq        to       sau
## 164644                     0.0     abqaiq       abqaiq        to       sau
## 164645                     0.0     abqaiq       abqaiq        to       sau
## 164646                     0.0     abqaiq       abqaiq        to       sau
## 164647                     0.0     abqaiq       abqaiq        to       sau
## 164648                     0.0     abqaiq       abqaiq        to       sau
## 164649                     0.0     abqaiq       abqaiq        to       sau
## 164650                     0.0     abqaiq       abqaiq        to       sau
## 164651                     0.0     abqaiq       abqaiq        to       sau
## 164652                     0.0     abqaiq       abqaiq        to       sau
## 164653                     0.0     abqaiq       abqaiq        to       sau
## 164654                     0.0     abqaiq       abqaiq        to       sau
## 164655                     0.0     abqaiq       abqaiq        to       sau
## 164656                     0.0     abqaiq       abqaiq        to       sau
## 164657                     0.0     abqaiq       abqaiq        to       sau
## 164658                     0.0     abqaiq       abqaiq        to       sau
## 164659                     0.0     abqaiq       abqaiq        to       sau
## 164660                     0.0     abqaiq       abqaiq        to       sau
## 164661                     0.0     abqaiq       abqaiq        to       sau
## 164662                     0.0     abqaiq       abqaiq        to       sau
## 164663                     0.0     abqaiq       abqaiq        to       sau
## 164664                     0.0     abqaiq       abqaiq        to       sau
## 164665                     0.0     abqaiq       abqaiq        to       sau
## 164666                     0.0     abqaiq       abqaiq        to       sau
## 164667                     0.0     abqaiq       abqaiq        to       sau
## 164668                     0.0     abqaiq       abqaiq        to       sau
## 164669                     0.0     abqaiq       abqaiq        to       sau
## 164670                      NA     abqaiq       abqaiq        to       sau
## 164671                      NA     abqaiq       abqaiq        to       sau
## 164672                      NA     abqaiq       abqaiq        to       sau
## 164673                      NA     abqaiq       abqaiq        to       sau
## 164674                      NA     abqaiq       abqaiq        to       sau
## 164675                      NA     abqaiq       abqaiq        to       sau
## 164676                      NA     abqaiq       abqaiq        to       sau
## 164677                      NA     abqaiq       abqaiq        to       sau
## 164678                      NA     abqaiq       abqaiq        to       sau
## 164679                      NA     abqaiq       abqaiq        to       sau
## 164680                      NA     abqaiq       abqaiq        to       sau
## 164681                      NA     abqaiq       abqaiq        to       sau
## 164682                      NA     abqaiq       abqaiq        to       sau
## 164683                      NA     abqaiq       abqaiq        to       sau
## 164684                      NA     abqaiq       abqaiq        to       sau
## 164685                      NA     abqaiq       abqaiq        to       sau
## 164686                      NA     abqaiq       abqaiq        to       sau
## 164687                      NA     abqaiq       abqaiq        to       sau
## 164688                      NA     abqaiq       abqaiq        to       sau
## 164689                      NA     abqaiq       abqaiq        to       sau
## 164690                      NA     abqaiq       abqaiq        to       sau
## 164691                      NA     abqaiq       abqaiq        to       sau
## 164692                      NA     abqaiq       abqaiq        to       sau
## 164693                      NA     abqaiq       abqaiq        to       sau
## 164694                      NA     abqaiq       abqaiq        to       sau
## 164695                      NA     abqaiq       abqaiq        to       sau
## 164696                      NA     abqaiq       abqaiq        to       sau
## 164697                     0.0     abqaiq       abqaiq        to       sau
## 164698                     0.0     abqaiq       abqaiq        to       sau
## 164699                      NA     abqaiq       abqaiq        to       sau
## 164700                      NA     abqaiq       abqaiq        to       sau
## 164701                      NA     abqaiq       abqaiq        to       sau
## 164702                      NA     abqaiq       abqaiq        to       sau
## 164703                      NA     abqaiq       abqaiq        to       sau
## 164704                      NA     abqaiq       abqaiq        to       sau
## 164705                      NA     abqaiq       abqaiq        to       sau
## 164706                      NA     abqaiq       abqaiq        to       sau
## 164707                      NA     abqaiq       abqaiq        to       sau
## 164708                      NA     abqaiq       abqaiq        to       sau
## 164709                      NA     abqaiq       abqaiq        to       sau
## 164710                      NA     abqaiq       abqaiq        to       sau
## 164711                      NA     abqaiq       abqaiq        to       sau
## 164712                      NA     abqaiq       abqaiq        to       sau
## 164713                      NA     abqaiq       abqaiq        to       sau
## 164714                      NA     abqaiq       abqaiq        to       sau
## 164715                      NA     abqaiq       abqaiq        to       sau
## 164716                     0.0     abqaiq       abqaiq        to       sau
## 164717                     0.0     abqaiq       abqaiq        to       sau
## 164718                     0.0     abqaiq       abqaiq        to       sau
## 164719                     0.0     abqaiq       abqaiq        to       sau
## 164720                     0.0     abqaiq       abqaiq        to       sau
## 164721                     0.0     abqaiq       abqaiq        to       sau
## 164722                     0.0     abqaiq       abqaiq        to       sau
## 164723                     0.0     abqaiq       abqaiq        to       sau
## 164724                     0.0     abqaiq       abqaiq        to       sau
## 164725                     0.0     abqaiq       abqaiq        to       sau
## 164726                     0.0     abqaiq       abqaiq        to       sau
## 164727                     0.0     abqaiq       abqaiq        to       sau
## 164728                     0.0     abqaiq       abqaiq        to       sau
## 164729                     0.0     abqaiq       abqaiq        to       sau
## 164730                     0.0     abqaiq       abqaiq        to       sau
## 164731                     0.0     abqaiq       abqaiq        to       sau
## 164732                     0.0     abqaiq       abqaiq        to       sau
## 164733                     0.0     abqaiq       abqaiq        to       sau
## 164734                     0.0     abqaiq       abqaiq        to       sau
## 164735                     0.0     abqaiq       abqaiq        to       sau
## 164736                     0.0     abqaiq       abqaiq        to       sau
## 164737                     0.0     abqaiq       abqaiq        to       sau
## 164738                     0.0     abqaiq       abqaiq        to       sau
## 164739                     0.0     abqaiq       abqaiq        to       sau
## 164740                     0.0     abqaiq       abqaiq        to       sau
## 164741                     0.0     abqaiq       abqaiq        to       sau
## 164742                     0.0     abqaiq       abqaiq        to       sau
## 164743                     0.0     abqaiq       abqaiq        to       sau
## 164744                     0.0     abqaiq       abqaiq        to       sau
## 164745                     0.0     abqaiq       abqaiq        to       sau
## 164746                     0.0     abqaiq       abqaiq        to       sau
## 164747                     0.0     abqaiq       abqaiq        to       sau
## 164748                     0.0     abqaiq       abqaiq        to       sau
## 164749                     0.0     abqaiq       abqaiq        to       sau
## 164750                     0.0     abqaiq       abqaiq        to       sau
## 164751                     0.0     abqaiq       abqaiq        to       sau
## 164752                     0.0     abqaiq       abqaiq        to       sau
## 164753                     0.0     abqaiq       abqaiq        to       sau
## 164754                     0.0     abqaiq       abqaiq        to       sau
## 164755                     0.0     abqaiq       abqaiq        to       sau
## 164756                     0.0     abqaiq       abqaiq        to       sau
## 164757                     0.0     abqaiq       abqaiq        to       sau
## 164758                     0.0     abqaiq       abqaiq        to       sau
## 164759                     0.0     abqaiq       abqaiq        to       sau
## 164760                     0.0     abqaiq       abqaiq        to       sau
## 164761                     0.0     abqaiq       abqaiq        to       sau
## 164762                     0.0     abqaiq       abqaiq        to       sau
## 164763                     0.0     abqaiq       abqaiq        to       sau
## 164764                     0.0     abqaiq       abqaiq        to       sau
## 164765                     0.0     abqaiq       abqaiq        to       sau
## 164766                     0.0     abqaiq       abqaiq        to       sau
## 164767                     0.0     abqaiq       abqaiq        to       sau
## 164768                     0.0     abqaiq       abqaiq        to       sau
## 164769                     0.0     abqaiq       abqaiq        to       sau
## 164770                     0.0     abqaiq       abqaiq        to       sau
## 164771                     0.0     abqaiq       abqaiq        to       sau
## 164772                     0.0     abqaiq       abqaiq        to       sau
## 164773                     0.0     abqaiq       abqaiq        to       sau
## 164774                     0.0     abqaiq       abqaiq        to       sau
## 164775                     0.0     abqaiq       abqaiq        to       sau
## 164776                     0.0     abqaiq       abqaiq        to       sau
## 164777                     0.0     abqaiq       abqaiq        to       sau
## 164778                     0.0     abqaiq       abqaiq        to       sau
## 164779                     0.0     abqaiq       abqaiq        to       sau
## 164780                     0.0     abqaiq       abqaiq        to       sau
## 164781                     0.0     abqaiq       abqaiq        to       sau
## 164782                     0.0     abqaiq       abqaiq        to       sau
## 164783                     0.0     abqaiq       abqaiq        to       sau
## 164784                     0.0     abqaiq       abqaiq        to       sau
## 164785                     0.0     abqaiq       abqaiq        to       sau
## 164786                     0.0     abqaiq       abqaiq        to       sau
## 164787                     0.0     abqaiq       abqaiq        to       sau
## 164788                     0.0     abqaiq       abqaiq        to       sau
## 164789                     0.0     abqaiq       abqaiq        to       sau
## 164790                     0.0     abqaiq       abqaiq        to       sau
## 164791                     0.0     abqaiq       abqaiq        to       sau
## 164792                     0.0     abqaiq       abqaiq        to       sau
## 164793                     0.0     abqaiq       abqaiq        to       sau
## 164794                     0.0     abqaiq       abqaiq        to       sau
## 164795                     0.0     abqaiq       abqaiq        to       sau
## 164796                     0.0     abqaiq       abqaiq        to       sau
## 164797                     0.0     abqaiq       abqaiq        to       sau
## 164798                     0.0     abqaiq       abqaiq        to       sau
## 164799                     0.0     abqaiq       abqaiq        to       sau
## 164800                     0.0     abqaiq       abqaiq        to       sau
## 164801                     0.0     abqaiq       abqaiq        to       sau
## 164802                     0.0     abqaiq       abqaiq        to       sau
## 164803                     0.0     abqaiq       abqaiq        to       sau
## 164804                     0.0     abqaiq       abqaiq        to       sau
## 164805                     0.0     abqaiq       abqaiq        to       sau
## 164806                     0.0     abqaiq       abqaiq        to       sau
## 164807                     0.0     abqaiq       abqaiq        to       sau
## 164808                     0.0     abqaiq       abqaiq        to       sau
## 164809                     0.0     abqaiq       abqaiq        to       sau
## 164810                     0.0     abqaiq       abqaiq        to       sau
## 164811                     0.0     abqaiq       abqaiq        to       sau
## 164812                     0.0     abqaiq       abqaiq        to       sau
## 164813                     0.0     abqaiq       abqaiq        to       sau
## 164814                     0.0     abqaiq       abqaiq        to       sau
## 164815                     0.0     abqaiq       abqaiq        to       sau
## 164816                     0.0     abqaiq       abqaiq        to       sau
## 164817                     0.0     abqaiq       abqaiq        to       sau
## 164818                     0.0     abqaiq       abqaiq        to       sau
## 164819                     0.0     abqaiq       abqaiq        to       sau
## 164820                     0.0     abqaiq       abqaiq        to       sau
## 164821                     0.0     abqaiq       abqaiq        to       sau
## 164822                     0.0     abqaiq       abqaiq        to       sau
## 164823                     0.0     abqaiq       abqaiq        to       sau
## 164824                     0.0     abqaiq       abqaiq        to       sau
## 164825                     0.0     abqaiq       abqaiq        to       sau
## 164826                     0.0     abqaiq       abqaiq        to       sau
## 164827                     0.0     abqaiq       abqaiq        to       sau
## 164828                     0.0     abqaiq       abqaiq        to       sau
## 164829                     0.0     abqaiq       abqaiq        to       sau
## 164830                     0.0     abqaiq       abqaiq        to       sau
## 164831                     0.0     abqaiq       abqaiq        to       sau
## 164832                     0.0     abqaiq       abqaiq        to       sau
## 164833                     0.0     abqaiq       abqaiq        to       sau
## 164834                     0.0     abqaiq       abqaiq        to       sau
## 164835                     0.0     abqaiq       abqaiq        to       sau
## 164836                     0.0     abqaiq       abqaiq        to       sau
## 164837                     0.0     abqaiq       abqaiq        to       sau
## 164838                     0.0     abqaiq       abqaiq        to       sau
## 164839                     0.0     abqaiq       abqaiq        to       sau
## 164840                     0.0     abqaiq       abqaiq        to       sau
## 164841                     0.0     abqaiq       abqaiq        to       sau
## 164842                     0.0     abqaiq       abqaiq        to       sau
## 164843                     0.0     abqaiq       abqaiq        to       sau
## 164844                     0.0     abqaiq       abqaiq        to       sau
## 164845                     0.0     abqaiq       abqaiq        to       sau
## 164846                     0.0     abqaiq       abqaiq        to       sau
## 164847                     0.0     abqaiq       abqaiq        to       sau
## 164848                     0.0     abqaiq       abqaiq        to       sau
## 164849                     0.0     abqaiq       abqaiq        to       sau
## 164850                     0.0     abqaiq       abqaiq        to       sau
## 164851                     0.0     abqaiq       abqaiq        to       sau
## 164852                     0.0     abqaiq       abqaiq        to       sau
## 164853                     0.0     abqaiq       abqaiq        to       sau
## 164854                     0.0     abqaiq       abqaiq        to       sau
## 164855                     0.0     abqaiq       abqaiq        to       sau
## 164856                     0.0     abqaiq       abqaiq        to       sau
## 164857                     0.0     abqaiq       abqaiq        to       sau
## 164858                     0.0     abqaiq       abqaiq        to       sau
## 164859                     0.0     abqaiq       abqaiq        to       sau
## 164860                     0.0     abqaiq       abqaiq        to       sau
## 164861                     0.0     abqaiq       abqaiq        to       sau
## 164862                     0.0     abqaiq       abqaiq        to       sau
## 164863                     0.0     abqaiq       abqaiq        to       sau
## 164864                     0.0     abqaiq       abqaiq        to       sau
## 164865                     0.0     abqaiq       abqaiq        to       sau
## 164866                     0.0     abqaiq       abqaiq        to       sau
## 164867                     0.0     abqaiq       abqaiq        to       sau
## 164868                     0.0     abqaiq       abqaiq        to       sau
## 164869                     0.0     abqaiq       abqaiq        to       sau
## 164870                     0.0     abqaiq       abqaiq        to       sau
## 164871                     0.0     abqaiq       abqaiq        to       sau
## 164872                     0.0     abqaiq       abqaiq        to       sau
## 164873                     0.0     abqaiq       abqaiq        to       sau
## 164874                     0.0     abqaiq       abqaiq        to       sau
## 164875                     0.0     abqaiq       abqaiq        to       sau
## 164876                     0.0     abqaiq       abqaiq        to       sau
## 164877                     0.0     abqaiq       abqaiq        to       sau
## 164878                     0.0     abqaiq       abqaiq        to       sau
## 164879                     0.0     abqaiq       abqaiq        to       sau
## 164880                     0.0     abqaiq       abqaiq        to       sau
## 164881                      NA     abqaiq       abqaiq        to       sau
## 164882                      NA     abqaiq       abqaiq        to       sau
## 164883                      NA     abqaiq       abqaiq        to       sau
## 164884                      NA     abqaiq       abqaiq        to       sau
## 164885                      NA     abqaiq       abqaiq        to       sau
## 164886                      NA     abqaiq       abqaiq        to       sau
## 164887                      NA     abqaiq       abqaiq        to       sau
## 164888                      NA     abqaiq       abqaiq        to       sau
## 164889                      NA     abqaiq       abqaiq        to       sau
## 164890                      NA     abqaiq       abqaiq        to       sau
## 164891                      NA     abqaiq       abqaiq        to       sau
## 164892                      NA     abqaiq       abqaiq        to       sau
## 164893                      NA     abqaiq       abqaiq        to       sau
## 164894                      NA     abqaiq       abqaiq        to       sau
## 164895                      NA     abqaiq       abqaiq        to       sau
## 164896                      NA     abqaiq       abqaiq        to       sau
## 164897                      NA     abqaiq       abqaiq        to       sau
## 164898                      NA     abqaiq       abqaiq        to       sau
## 164899                      NA     abqaiq       abqaiq        to       sau
## 164900                      NA     abqaiq       abqaiq        to       sau
## 164901                      NA     abqaiq       abqaiq        to       sau
## 164902                      NA     abqaiq       abqaiq        to       sau
## 164903                      NA     abqaiq       abqaiq        to       sau
## 164904                      NA     abqaiq       abqaiq        to       sau
## 164905                      NA     abqaiq       abqaiq        to       sau
## 164906                      NA     abqaiq       abqaiq        to       sau
## 164907                      NA     abqaiq       abqaiq        to       sau
## 164908                      NA     abqaiq       abqaiq        to       sau
## 164909                      NA     abqaiq       abqaiq        to       sau
## 164910                      NA     abqaiq       abqaiq        to       sau
## 164911                      NA     abqaiq       abqaiq        to       sau
## 164912                      NA     abqaiq       abqaiq        to       sau
## 164913                      NA     abqaiq       abqaiq        to       sau
## 164914                      NA     abqaiq       abqaiq        to       sau
## 164915                      NA     abqaiq       abqaiq        to       sau
## 164916                      NA     abqaiq       abqaiq        to       sau
## 164917                      NA     abqaiq       abqaiq        to       sau
## 164918                      NA     abqaiq       abqaiq        to       sau
## 164919                      NA     abqaiq       abqaiq        to       sau
## 164920                      NA     abqaiq       abqaiq        to       sau
## 164921                      NA     abqaiq       abqaiq        to       sau
## 164922                      NA     abqaiq       abqaiq        to       sau
## 164923                      NA     abqaiq       abqaiq        to       sau
## 164924                      NA     abqaiq       abqaiq        to       sau
## 164925                      NA     abqaiq       abqaiq        to       sau
## 164926                      NA     abqaiq       abqaiq        to       sau
## 164927                      NA     abqaiq       abqaiq        to       sau
## 164928                      NA     abqaiq       abqaiq        to       sau
## 164929                      NA     abqaiq       abqaiq        to       sau
## 164930                      NA     abqaiq       abqaiq        to       sau
## 164931                      NA     abqaiq       abqaiq        to       sau
## 164932                      NA     abqaiq       abqaiq        to       sau
## 164933                      NA     abqaiq       abqaiq        to       sau
## 164934                      NA     abqaiq       abqaiq        to       sau
## 164935                      NA     abqaiq       abqaiq        to       sau
## 164936                      NA     abqaiq       abqaiq        to       sau
## 164937                      NA     abqaiq       abqaiq        to       sau
## 164938                      NA     abqaiq       abqaiq        to       sau
## 164939                      NA     abqaiq       abqaiq        to       sau
## 164940                     0.0     abqaiq       abqaiq        to       sau
## 164941                     0.0     abqaiq       abqaiq        to       sau
## 164942                     0.0     abqaiq       abqaiq        to       sau
## 164943                     0.0     abqaiq       abqaiq        to       sau
## 164944                     0.0     abqaiq       abqaiq        to       sau
## 164945                     0.0     abqaiq       abqaiq        to       sau
## 164946                     0.0     abqaiq       abqaiq        to       sau
## 164947                     0.0     abqaiq       abqaiq        to       sau
## 164948                     0.0     abqaiq       abqaiq        to       sau
## 164949                     0.0     abqaiq       abqaiq        to       sau
## 164950                     0.0     abqaiq       abqaiq        to       sau
## 164951                     0.0     abqaiq       abqaiq        to       sau
## 164952                     0.0     abqaiq       abqaiq        to       sau
## 164953                     0.0     abqaiq       abqaiq        to       sau
## 164954                     0.0     abqaiq       abqaiq        to       sau
## 164955                     0.0     abqaiq       abqaiq        to       sau
## 164956                     0.0     abqaiq       abqaiq        to       sau
## 164957                     0.0     abqaiq       abqaiq        to       sau
## 164958                     0.0     abqaiq       abqaiq        to       sau
## 164959                     0.0     abqaiq       abqaiq        to       sau
## 164960                     0.0     abqaiq       abqaiq        to       sau
## 164961                     0.0     abqaiq       abqaiq        to       sau
## 164962                     0.0     abqaiq       abqaiq        to       sau
## 164963                     0.0     abqaiq       abqaiq        to       sau
## 164964                     0.0     abqaiq       abqaiq        to       sau
## 164965                     0.0     abqaiq       abqaiq        to       sau
## 164966                     0.0     abqaiq       abqaiq        to       sau
## 164967                     0.0     abqaiq       abqaiq        to       sau
## 164968                     0.0     abqaiq       abqaiq        to       sau
## 164969                     0.0     abqaiq       abqaiq        to       sau
## 164970                     0.0     abqaiq       abqaiq        to       sau
## 164971                     0.0     abqaiq       abqaiq        to       sau
## 164972                     0.0     abqaiq       abqaiq        to       sau
## 164973                     0.0     abqaiq       abqaiq        to       sau
## 164974                     0.0     abqaiq       abqaiq        to       sau
## 164975                     0.0     abqaiq       abqaiq        to       sau
## 164976                     0.0     abqaiq       abqaiq        to       sau
## 164977                     0.0     abqaiq       abqaiq        to       sau
## 164978                     0.0     abqaiq       abqaiq        to       sau
## 164979                     0.0     abqaiq       abqaiq        to       sau
## 164980                     0.0     abqaiq       abqaiq        to       sau
## 164981                     0.0     abqaiq       abqaiq        to       sau
## 164982                     0.0     abqaiq       abqaiq        to       sau
## 164983                     0.0     abqaiq       abqaiq        to       sau
## 164984                     0.0     abqaiq       abqaiq        to       sau
## 164985                     0.0     abqaiq       abqaiq        to       sau
## 164986                     0.0     abqaiq       abqaiq        to       sau
## 164987                     0.0     abqaiq       abqaiq        to       sau
## 164988                     0.0     abqaiq       abqaiq        to       sau
## 164989                     0.0     abqaiq       abqaiq        to       sau
## 164990                     0.0     abqaiq       abqaiq        to       sau
## 164991                     0.0     abqaiq       abqaiq        to       sau
## 164992                     0.0     abqaiq       abqaiq        to       sau
## 164993                     0.0     abqaiq       abqaiq        to       sau
## 164994                     0.0     abqaiq       abqaiq        to       sau
## 164995                     0.0     abqaiq       abqaiq        to       sau
## 164996                     0.0     abqaiq       abqaiq        to       sau
## 164997                     0.0     abqaiq       abqaiq        to       sau
## 164998                     0.0     abqaiq       abqaiq        to       sau
## 164999                      NA     abqaiq       abqaiq        to       sau
## 165000                      NA     abqaiq       abqaiq        to       sau
## 165001                      NA     abqaiq       abqaiq        to       sau
## 165002                      NA     abqaiq       abqaiq        to       sau
## 165003                      NA     abqaiq       abqaiq        to       sau
## 165004                      NA     abqaiq       abqaiq        to       sau
## 165005                      NA     abqaiq       abqaiq        to       sau
## 165006                      NA     abqaiq       abqaiq        to       sau
## 165007                      NA     abqaiq       abqaiq        to       sau
## 165008                      NA     abqaiq       abqaiq        to       sau
## 165009                      NA     abqaiq       abqaiq        to       sau
## 165010                      NA     abqaiq       abqaiq        to       sau
## 165011                      NA     abqaiq       abqaiq        to       sau
## 165012                      NA     abqaiq       abqaiq        to       sau
## 165013                      NA     abqaiq       abqaiq        to       sau
## 165014                      NA     abqaiq       abqaiq        to       sau
## 165015                     0.0     abqaiq       abqaiq        to       sau
## 165016                     0.0     abqaiq       abqaiq        to       sau
## 165017                     0.0     abqaiq       abqaiq        to       sau
## 165018                     0.0     abqaiq       abqaiq        to       sau
## 165019                     0.0     abqaiq       abqaiq        to       sau
## 165020                     0.0     abqaiq       abqaiq        to       sau
## 165021                     0.0     abqaiq       abqaiq        to       sau
## 165022                     0.0     abqaiq       abqaiq        to       sau
## 165023                     0.0     abqaiq       abqaiq        to       sau
## 165024                     0.0     abqaiq       abqaiq        to       sau
## 165025                     0.0     abqaiq       abqaiq        to       sau
## 165026                     0.0     abqaiq       abqaiq        to       sau
## 165027                     0.0     abqaiq       abqaiq        to       sau
## 165028                     0.0     abqaiq       abqaiq        to       sau
## 165029                     0.0     abqaiq       abqaiq        to       sau
## 165030                     0.0     abqaiq       abqaiq        to       sau
## 165031                     0.0     abqaiq       abqaiq        to       sau
## 165032                     0.0     abqaiq       abqaiq        to       sau
## 165033                     0.0     abqaiq       abqaiq        to       sau
## 165034                     0.0     abqaiq       abqaiq        to       sau
## 165035                     0.0     abqaiq       abqaiq        to       sau
## 165036                     0.0     abqaiq       abqaiq        to       sau
## 165037                     0.0     abqaiq       abqaiq        to       sau
## 165038                     0.0     abqaiq       abqaiq        to       sau
## 165039                     0.0     abqaiq       abqaiq        to       sau
## 165040                     0.0     abqaiq       abqaiq        to       sau
## 165041                     0.0     abqaiq       abqaiq        to       sau
## 165042                     0.0     abqaiq       abqaiq        to       sau
## 165043                     0.0     abqaiq       abqaiq        to       sau
## 165044                     0.0     abqaiq       abqaiq        to       sau
## 165045                     0.0     abqaiq       abqaiq        to       sau
## 165046                     0.0     abqaiq       abqaiq        to       sau
## 165047                     0.0     abqaiq       abqaiq        to       sau
## 165048                     0.0     abqaiq       abqaiq        to       sau
## 165049                     0.0     abqaiq       abqaiq        to       sau
## 165050                     0.0     abqaiq       abqaiq        to       sau
## 165051                     0.0     abqaiq       abqaiq        to       sau
## 165052                     0.0     abqaiq       abqaiq        to       sau
## 165053                     0.0     abqaiq       abqaiq        to       sau
## 165054                     0.0     abqaiq       abqaiq        to       sau
## 165055                     0.0     abqaiq       abqaiq        to       sau
## 165056                     0.0     abqaiq       abqaiq        to       sau
## 165057                     0.0     abqaiq       abqaiq        to       sau
## 165058                     0.0     abqaiq       abqaiq        to       sau
## 165059                     0.0     abqaiq       abqaiq        to       sau
## 165060                     0.0     abqaiq       abqaiq        to       sau
## 165061                     0.0     abqaiq       abqaiq        to       sau
## 165062                     0.0     abqaiq       abqaiq        to       sau
## 165063                     0.0     abqaiq       abqaiq        to       sau
## 165064                     0.0     abqaiq       abqaiq        to       sau
## 165065                     0.0     abqaiq       abqaiq        to       sau
## 165066                     0.0     abqaiq       abqaiq        to       sau
## 165067                     0.0     abqaiq       abqaiq        to       sau
## 165068                     0.0     abqaiq       abqaiq        to       sau
## 165069                     0.0     abqaiq       abqaiq        to       sau
## 165070                     0.0     abqaiq       abqaiq        to       sau
## 165071                     0.0     abqaiq       abqaiq        to       sau
## 165072                     0.0     abqaiq       abqaiq        to       sau
## 165073                     0.0     abqaiq       abqaiq        to       sau
## 165074                     0.0     abqaiq       abqaiq        to       sau
## 165075                     0.0     abqaiq       abqaiq        to       sau
## 165076                     0.0     abqaiq       abqaiq        to       sau
## 165077                     0.0     abqaiq       abqaiq        to       sau
## 165078                     0.0     abqaiq       abqaiq        to       sau
## 165079                     0.0     abqaiq       abqaiq        to       sau
## 165080                     0.0     abqaiq       abqaiq        to       sau
## 165081                     0.0     abqaiq       abqaiq        to       sau
## 165082                     0.0     abqaiq       abqaiq        to       sau
## 165083                     0.0     abqaiq       abqaiq        to       sau
## 165084                     0.0     abqaiq       abqaiq        to       sau
## 165085                     0.0     abqaiq       abqaiq        to       sau
## 165086                     0.0     abqaiq       abqaiq        to       sau
## 165087                     0.0     abqaiq       abqaiq        to       sau
## 165088                     0.0     abqaiq       abqaiq        to       sau
## 165089                     0.0     abqaiq       abqaiq        to       sau
## 165090                     0.0     abqaiq       abqaiq        to       sau
## 165091                     0.0     abqaiq       abqaiq        to       sau
## 165092                     0.0     abqaiq       abqaiq        to       sau
## 165093                     0.0     abqaiq       abqaiq        to       sau
## 165094                     0.0     abqaiq       abqaiq        to       sau
## 165095                     0.0     abqaiq       abqaiq        to       sau
## 165096                     0.0     abqaiq       abqaiq        to       sau
## 165097                     0.0     abqaiq       abqaiq        to       sau
## 165098                     0.0     abqaiq       abqaiq        to       sau
## 165099                     0.0     abqaiq       abqaiq        to       sau
## 165100                     0.0     abqaiq       abqaiq        to       sau
## 165101                     0.0     abqaiq       abqaiq        to       sau
## 165102                     0.0     abqaiq       abqaiq        to       sau
## 165103                     0.0     abqaiq       abqaiq        to       sau
## 165104                     0.0     abqaiq       abqaiq        to       sau
## 165105                     0.0     abqaiq       abqaiq        to       sau
## 165106                     0.0     abqaiq       abqaiq        to       sau
## 165107                     0.0     abqaiq       abqaiq        to       sau
## 165108                     0.0     abqaiq       abqaiq        to       sau
## 165109                     0.0     abqaiq       abqaiq        to       sau
## 165110                     0.0     abqaiq       abqaiq        to       sau
## 165111                     0.0     abqaiq       abqaiq        to       sau
## 165112                     0.0     abqaiq       abqaiq        to       sau
## 165113                     0.0     abqaiq       abqaiq        to       sau
## 165114                     0.0     abqaiq       abqaiq        to       sau
## 165115                     0.0     abqaiq       abqaiq        to       sau
## 165116                     0.0     abqaiq       abqaiq        to       sau
## 165117                     0.0     abqaiq       abqaiq        to       sau
## 165118                     0.0     abqaiq       abqaiq        to       sau
## 165119                     0.0     abqaiq       abqaiq        to       sau
## 165120                     0.0     abqaiq       abqaiq        to       sau
## 165121                     0.0     abqaiq       abqaiq        to       sau
## 165122                     0.0     abqaiq       abqaiq        to       sau
## 165123                     0.0     abqaiq       abqaiq        to       sau
## 165124                     0.0     abqaiq       abqaiq        to       sau
## 165125                     0.0     abqaiq       abqaiq        to       sau
## 165126                      NA     abqaiq       abqaiq        to       sau
## 165127                      NA     abqaiq       abqaiq        to       sau
## 165128                      NA     abqaiq       abqaiq        to       sau
## 165129                      NA     abqaiq       abqaiq        to       sau
## 165130                      NA     abqaiq       abqaiq        to       sau
## 165131                      NA     abqaiq       abqaiq        to       sau
## 165132                      NA     abqaiq       abqaiq        to       sau
## 165133                      NA     abqaiq       abqaiq        to       sau
## 165134                      NA     abqaiq       abqaiq        to       sau
## 165135                      NA     abqaiq       abqaiq        to       sau
##        vesstatusid vesselclient
## 164349          01 MSML00000002
## 164350          01 MSML00000002
## 164351          01 MSML00000002
## 164352          01 MSML00000002
## 164353          01 MSML00000002
## 164354          01 MSML00000002
## 164355          01 MSML00000002
## 164356          01 MSML00000002
## 164357          01 MSML00000002
## 164358          01 MSML00000002
## 164359          01 MSML00000002
## 164360          01 MSML00000002
## 164361          01 MSML00000002
## 164362          01 MSML00000002
## 164363          01 MSML00000002
## 164364          01 MSML00000002
## 164365          01 MSML00000002
## 164366          01 MSML00000002
## 164367          01 MSML00000002
## 164368          01 MSML00000002
## 164369          01 MSML00000002
## 164370          01 MSML00000002
## 164371          01 MSML00000002
## 164372          01 MSML00000002
## 164373          01 MSML00000002
## 164374          01 MSML00000002
## 164375          01 MSML00000002
## 164376          01 MSML00000002
## 164377          01 MSML00000002
## 164378          01 MSML00000002
## 164379          01 MSML00000002
## 164380          01 MSML00000002
## 164381          01 MSML00000002
## 164382          01 MSML00000002
## 164383          01 MSML00000002
## 164384          01 MSML00000002
## 164385          01 MSML00000002
## 164386          01 MSML00000002
## 164387          01 MSML00000002
## 164388          01 MSML00000002
## 164389          01 MSML00000002
## 164390          01 MSML00000002
## 164391          01 MSML00000002
## 164392          01 MSML00000002
## 164393          01 MSML00000002
## 164394          01 MSML00000002
## 164395          01 MSML00000002
## 164396          01 MSML00000002
## 164397          01 MSML00000002
## 164398          01 MSML00000002
## 164399          01 MSML00000002
## 164400          01 MSML00000002
## 164401          01 MSML00000002
## 164402          01 MSML00000002
## 164403          01 MSML00000002
## 164404          01 MSML00000002
## 164405          01 MSML00000002
## 164406          01 MSML00000002
## 164407          01 MSML00000002
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## 164409          01 MSML00000002
## 164410          01 MSML00000002
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## 164414          01 MSML00000002
## 164415          01 MSML00000002
## 164416          01 MSML00000002
## 164417          01 MSML00000002
## 164418          01 MSML00000002
## 164419          01 MSML00000002
## 164420          01 MSML00000002
## 164421          01 MSML00000002
## 164422          01 MSML00000002
## 164423          01 MSML00000002
## 164424          01 MSML00000002
## 164425          01 MSML00000002
## 164426          01 MSML00000002
## 164427          01 MSML00000002
## 164428          01 MSML00000002
## 164429          01 MSML00000002
## 164430          01 MSML00000002
## 164431          01 MSML00000002
## 164432          01 MSML00000002
## 164433          01 MSML00000002
## 164434          01 MSML00000002
## 164435          01 MSML00000002
## 164436          01 MSML00000002
## 164437          01 MSML00000002
## 164438          01 MSML00000002
## 164439          01 MSML00000002
## 164440          01 MSML00000002
## 164441          01 MSML00000002
## 164442          01 MSML00000002
## 164443          01 MSML00000002
## 164444          01 MSML00000002
## 164445          01 MSML00000002
## 164446          01 MSML00000002
## 164447          01 MSML00000002
## 164448          01 MSML00000002
## 164449          01 MSML00000002
## 164450          01 MSML00000002
## 164451          01 MSML00000002
## 164452          01 MSML00000002
## 164453          01 MSML00000002
## 164454          01 MSML00000002
## 164455          01 MSML00000002
## 164456          01 MSML00000002
## 164457          01 MSML00000002
## 164458          01 MSML00000002
## 164459          01 MSML00000002
## 164460          01 MSML00000002
## 164461          01 MSML00000002
## 164462          01 MSML00000002
## 164463          01 MSML00000002
## 164464          01 MSML00000002
## 164465          01 MSML00000002
## 164466          01 MSML00000002
## 164467          01 MSML00000002
## 164468          01 MSML00000002
## 164469          01 MSML00000002
## 164470          01 MSML00000002
## 164471          01 MSML00000002
## 164472          01 MSML00000002
## 164473          01 MSML00000002
## 164474          01 MSML00000002
## 164475          01 MSML00000002
## 164476          01 MSML00000002
## 164477          01 MSML00000002
## 164478          01 MSML00000002
## 164479          01 MSML00000002
## 164480          01 MSML00000002
## 164481          01 MSML00000002
## 164482          01 MSML00000002
## 164483          01 MSML00000002
## 164484          01 MSML00000002
## 164485          01 MSML00000002
## 164486          01 MSML00000002
## 164487          01 MSML00000002
## 164488          01 MSML00000002
## 164489          01 MSML00000002
## 164490          01 MSML00000002
## 164491          01 MSML00000002
## 164492          01 MSML00000002
## 164493          01 MSML00000002
## 164494          01 MSML00000002
## 164495          01 MSML00000002
## 164496          01 MSML00000002
## 164497          01 MSML00000002
## 164498          01 MSML00000002
## 164499          01 MSML00000002
## 164500          01 MSML00000002
## 164501          01 MSML00000002
## 164502          01 MSML00000002
## 164503          01 MSML00000002
## 164504          01 MSML00000002
## 164505          01 MSML00000002
## 164506          01 MSML00000002
## 164507          01 MSML00000002
## 164508          01 MSML00000002
## 164509          01 MSML00000002
## 164510          01 MSML00000002
## 164511          01 MSML00000002
## 164512          01 MSML00000002
## 164513          01 MSML00000002
## 164514          01 MSML00000002
## 164515          01 MSML00000002
## 164516          01 MSML00000002
## 164517          01 MSML00000002
## 164518          01 MSML00000002
## 164519          01 MSML00000002
## 164520          01 MSML00000002
## 164521          01 MSML00000002
## 164522          01 MSML00000002
## 164523          01 MSML00000002
## 164524          01 MSML00000002
## 164525          01 MSML00000002
## 164526          01 MSML00000002
## 164527          01 MSML00000002
## 164528          01 MSML00000002
## 164529          01 MSML00000002
## 164530          01 MSML00000002
## 164531          01 MSML00000002
## 164532          01 MSML00000002
## 164533          01 MSML00000002
## 164534          01 MSML00000002
## 164535          01 MSML00000002
## 164536          01 MSML00000002
## 164537          01 MSML00000002
## 164538          01 MSML00000002
## 164539          01 MSML00000002
## 164540          01 MSML00000002
## 164541          01 MSML00000002
## 164542          01 MSML00000002
## 164543          01 MSML00000002
## 164544          01 MSML00000002
## 164545          01 MSML00000002
## 164546          01 MSML00000002
## 164547          01 MSML00000002
## 164548          01 MSML00000002
## 164549          01 MSML00000002
## 164550          01 MSML00000002
## 164551          01 MSML00000002
## 164552          01 MSML00000002
## 164553          01 MSML00000002
## 164554          01 MSML00000002
## 164555          01 MSML00000002
## 164556          01 MSML00000002
## 164557          01 MSML00000002
## 164558          01 MSML00000002
## 164559          01 MSML00000002
## 164560          01 MSML00000002
## 164561          01 MSML00000002
## 164562          01 MSML00000002
## 164563          01 MSML00000002
## 164564          01 MSML00000002
## 164565          01 MSML00000002
## 164566          01 MSML00000002
## 164567          01 MSML00000002
## 164568          01 MSML00000002
## 164569          01 MSML00000002
## 164570          01 MSML00000002
## 164571          01 MSML00000002
## 164572          01 MSML00000002
## 164573          01 MSML00000002
## 164574          01 MSML00000002
## 164575          01 MSML00000002
## 164576          01 MSML00000002
## 164577          01 MSML00000002
## 164578          01 MSML00000002
## 164579          01 MSML00000002
## 164580          01 MSML00000002
## 164581          01 MSML00000002
## 164582          01 MSML00000002
## 164583          01 MSML00000002
## 164584          01 MSML00000002
## 164585          01 MSML00000002
## 164586          01 MSML00000002
## 164587          01 MSML00000002
## 164588          01 MSML00000002
## 164589          01 MSML00000002
## 164590          01 MSML00000002
## 164591          01 MSML00000002
## 164592          01 MSML00000002
## 164593          01 MSML00000002
## 164594          01 MSML00000002
## 164595          01 MSML00000002
## 164596          01 MSML00000002
## 164597          01 MSML00000002
## 164598          01 MSML00000002
## 164599          01 MSML00000002
## 164600          01 MSML00000002
## 164601          01 MSML00000002
## 164602          01 MSML00000002
## 164603          01 MSML00000002
## 164604          01 MSML00000002
## 164605          01 MSML00000002
## 164606          01 MSML00000002
## 164607          01 MSML00000002
## 164608          01 MSML00000002
## 164609          01 MSML00000002
## 164610          01 MSML00000002
## 164611          01 MSML00000002
## 164612          01 MSML00000002
## 164613          01 MSML00000002
## 164614          01 MSML00000002
## 164615          01 MSML00000002
## 164616          01 MSML00000002
## 164617          01 MSML00000002
## 164618          01 MSML00000002
## 164619          01 MSML00000002
## 164620          01 MSML00000002
## 164621          01 MSML00000002
## 164622          01 MSML00000002
## 164623          01 MSML00000002
## 164624          01 MSML00000002
## 164625          01 MSML00000002
## 164626          01 MSML00000002
## 164627          01 MSML00000002
## 164628          01 MSML00000002
## 164629          01 MSML00000002
## 164630          01 MSML00000002
## 164631          01 MSML00000002
## 164632          01 MSML00000002
## 164633          01 MSML00000002
## 164634          01 MSML00000002
## 164635          01 MSML00000002
## 164636          01 MSML00000002
## 164637          01 MSML00000002
## 164638          01 MSML00000002
## 164639          01 MSML00000002
## 164640          01 MSML00000002
## 164641          01 MSML00000002
## 164642          01 MSML00000002
## 164643          01 MSML00000002
## 164644          01 MSML00000002
## 164645          01 MSML00000002
## 164646          01 MSML00000002
## 164647          01 MSML00000002
## 164648          01 MSML00000002
## 164649          01 MSML00000002
## 164650          01 MSML00000002
## 164651          01 MSML00000002
## 164652          01 MSML00000002
## 164653          01 MSML00000002
## 164654          01 MSML00000002
## 164655          01 MSML00000002
## 164656          01 MSML00000002
## 164657          01 MSML00000002
## 164658          01 MSML00000002
## 164659          01 MSML00000002
## 164660          01 MSML00000002
## 164661          01 MSML00000002
## 164662          01 MSML00000002
## 164663          01 MSML00000002
## 164664          01 MSML00000002
## 164665          01 MSML00000002
## 164666          01 MSML00000002
## 164667          01 MSML00000002
## 164668          01 MSML00000002
## 164669          01 MSML00000002
## 164670          01 MSML00000002
## 164671          01 MSML00000002
## 164672          01 MSML00000002
## 164673          01 MSML00000002
## 164674          01 MSML00000002
## 164675          01 MSML00000002
## 164676          01 MSML00000002
## 164677          01 MSML00000002
## 164678          01 MSML00000002
## 164679          01 MSML00000002
## 164680          01 MSML00000002
## 164681          01 MSML00000002
## 164682          01 MSML00000002
## 164683          01 MSML00000002
## 164684          01 MSML00000002
## 164685          01 MSML00000002
## 164686          01 MSML00000002
## 164687          01 MSML00000002
## 164688          01 MSML00000002
## 164689          01 MSML00000002
## 164690          01 MSML00000002
## 164691          01 MSML00000002
## 164692          01 MSML00000002
## 164693          01 MSML00000002
## 164694          01 MSML00000002
## 164695          01 MSML00000002
## 164696          01 MSML00000002
## 164697          01 MSML00000002
## 164698          01 MSML00000002
## 164699          01 MSML00000002
## 164700          01 MSML00000002
## 164701          01 MSML00000002
## 164702          01 MSML00000002
## 164703          01 MSML00000002
## 164704          01 MSML00000002
## 164705          01 MSML00000002
## 164706          01 MSML00000002
## 164707          01 MSML00000002
## 164708          01 MSML00000002
## 164709          01 MSML00000002
## 164710          01 MSML00000002
## 164711          01 MSML00000002
## 164712          01 MSML00000002
## 164713          01 MSML00000002
## 164714          01 MSML00000002
## 164715          01 MSML00000002
## 164716          01 MSML00000002
## 164717          01 MSML00000002
## 164718          01 MSML00000002
## 164719          01 MSML00000002
## 164720          01 MSML00000002
## 164721          01 MSML00000002
## 164722          01 MSML00000002
## 164723          01 MSML00000002
## 164724          01 MSML00000002
## 164725          01 MSML00000002
## 164726          01 MSML00000002
## 164727          01 MSML00000002
## 164728          01 MSML00000002
## 164729          01 MSML00000002
## 164730          01 MSML00000002
## 164731          01 MSML00000002
## 164732          01 MSML00000002
## 164733          01 MSML00000002
## 164734          01 MSML00000002
## 164735          01 MSML00000002
## 164736          01 MSML00000002
## 164737          01 MSML00000002
## 164738          01 MSML00000002
## 164739          01 MSML00000002
## 164740          01 MSML00000002
## 164741          01 MSML00000002
## 164742          01 MSML00000002
## 164743          01 MSML00000002
## 164744          01 MSML00000002
## 164745          01 MSML00000002
## 164746          01 MSML00000002
## 164747          01 MSML00000002
## 164748          01 MSML00000002
## 164749          01 MSML00000002
## 164750          01 MSML00000002
## 164751          01 MSML00000002
## 164752          01 MSML00000002
## 164753          01 MSML00000002
## 164754          01 MSML00000002
## 164755          01 MSML00000002
## 164756          01 MSML00000002
## 164757          01 MSML00000002
## 164758          01 MSML00000002
## 164759          01 MSML00000002
## 164760          01 MSML00000002
## 164761          01 MSML00000002
## 164762          01 MSML00000002
## 164763          01 MSML00000002
## 164764          01 MSML00000002
## 164765          01 MSML00000002
## 164766          01 MSML00000002
## 164767          01 MSML00000002
## 164768          01 MSML00000002
## 164769          01 MSML00000002
## 164770          01 MSML00000002
## 164771          01 MSML00000002
## 164772          01 MSML00000002
## 164773          01 MSML00000002
## 164774          01 MSML00000002
## 164775          01 MSML00000002
## 164776          01 MSML00000002
## 164777          01 MSML00000002
## 164778          01 MSML00000002
## 164779          01 MSML00000002
## 164780          01 MSML00000002
## 164781          01 MSML00000002
## 164782          01 MSML00000002
## 164783          01 MSML00000002
## 164784          01 MSML00000002
## 164785          01 MSML00000002
## 164786          01 MSML00000002
## 164787          01 MSML00000002
## 164788          01 MSML00000002
## 164789          01 MSML00000002
## 164790          01 MSML00000002
## 164791          01 MSML00000002
## 164792          01 MSML00000002
## 164793          01 MSML00000002
## 164794          01 MSML00000002
## 164795          01 MSML00000002
## 164796          01 MSML00000002
## 164797          01 MSML00000002
## 164798          01 MSML00000002
## 164799          01 MSML00000002
## 164800          01 MSML00000002
## 164801          01 MSML00000002
## 164802          01 MSML00000002
## 164803          01 MSML00000002
## 164804          01 MSML00000002
## 164805          01 MSML00000002
## 164806          01 MSML00000002
## 164807          01 MSML00000002
## 164808          01 MSML00000002
## 164809          01 MSML00000002
## 164810          01 MSML00000002
## 164811          01 MSML00000002
## 164812          01 MSML00000002
## 164813          01 MSML00000002
## 164814          01 MSML00000002
## 164815          01 MSML00000002
## 164816          01 MSML00000002
## 164817          01 MSML00000002
## 164818          01 MSML00000002
## 164819          01 MSML00000002
## 164820          01 MSML00000002
## 164821          01 MSML00000002
## 164822          01 MSML00000002
## 164823          01 MSML00000002
## 164824          01 MSML00000002
## 164825          01 MSML00000002
## 164826          01 MSML00000002
## 164827          01 MSML00000002
## 164828          01 MSML00000002
## 164829          01 MSML00000002
## 164830          01 MSML00000002
## 164831          01 MSML00000002
## 164832          01 MSML00000002
## 164833          01 MSML00000002
## 164834          01 MSML00000002
## 164835          01 MSML00000002
## 164836          01 MSML00000002
## 164837          01 MSML00000002
## 164838          01 MSML00000002
## 164839          01 MSML00000002
## 164840          01 MSML00000002
## 164841          01 MSML00000002
## 164842          01 MSML00000002
## 164843          01 MSML00000002
## 164844          01 MSML00000002
## 164845          01 MSML00000002
## 164846          01 MSML00000002
## 164847          01 MSML00000002
## 164848          01 MSML00000002
## 164849          01 MSML00000002
## 164850          01 MSML00000002
## 164851          01 MSML00000002
## 164852          01 MSML00000002
## 164853          01 MSML00000002
## 164854          01 MSML00000002
## 164855          01 MSML00000002
## 164856          01 MSML00000002
## 164857          01 MSML00000002
## 164858          01 MSML00000002
## 164859          01 MSML00000002
## 164860          01 MSML00000002
## 164861          01 MSML00000002
## 164862          01 MSML00000002
## 164863          01 MSML00000002
## 164864          01 MSML00000002
## 164865          01 MSML00000002
## 164866          01 MSML00000002
## 164867          01 MSML00000002
## 164868          01 MSML00000002
## 164869          01 MSML00000002
## 164870          01 MSML00000002
## 164871          01 MSML00000002
## 164872          01 MSML00000002
## 164873          01 MSML00000002
## 164874          01 MSML00000002
## 164875          01 MSML00000002
## 164876          01 MSML00000002
## 164877          01 MSML00000002
## 164878          01 MSML00000002
## 164879          01 MSML00000002
## 164880          01 MSML00000002
## 164881          01 MSML00000002
## 164882          01 MSML00000002
## 164883          01 MSML00000002
## 164884          01 MSML00000002
## 164885          01 MSML00000002
## 164886          01 MSML00000002
## 164887          01 MSML00000002
## 164888          01 MSML00000002
## 164889          01 MSML00000002
## 164890          01 MSML00000002
## 164891          01 MSML00000002
## 164892          01 MSML00000002
## 164893          01 MSML00000002
## 164894          01 MSML00000002
## 164895          01 MSML00000002
## 164896          01 MSML00000002
## 164897          01 MSML00000002
## 164898          01 MSML00000002
## 164899          01 MSML00000002
## 164900          01 MSML00000002
## 164901          01 MSML00000002
## 164902          01 MSML00000002
## 164903          01 MSML00000002
## 164904          01 MSML00000002
## 164905          01 MSML00000002
## 164906          01 MSML00000002
## 164907          01 MSML00000002
## 164908          01 MSML00000002
## 164909          01 MSML00000002
## 164910          01 MSML00000002
## 164911          01 MSML00000002
## 164912          01 MSML00000002
## 164913          01 MSML00000002
## 164914          01 MSML00000002
## 164915          01 MSML00000002
## 164916          01 MSML00000002
## 164917          01 MSML00000002
## 164918          01 MSML00000002
## 164919          01 MSML00000002
## 164920          01 MSML00000002
## 164921          01 MSML00000002
## 164922          01 MSML00000002
## 164923          01 MSML00000002
## 164924          01 MSML00000002
## 164925          01 MSML00000002
## 164926          01 MSML00000002
## 164927          01 MSML00000002
## 164928          01 MSML00000002
## 164929          01 MSML00000002
## 164930          01 MSML00000002
## 164931          01 MSML00000002
## 164932          01 MSML00000002
## 164933          01 MSML00000002
## 164934          01 MSML00000002
## 164935          01 MSML00000002
## 164936          01 MSML00000002
## 164937          01 MSML00000002
## 164938          01 MSML00000002
## 164939          01 MSML00000002
## 164940          01 MSML00000002
## 164941          01 MSML00000002
## 164942          01 MSML00000002
## 164943          01 MSML00000002
## 164944          01 MSML00000002
## 164945          01 MSML00000002
## 164946          01 MSML00000002
## 164947          01 MSML00000002
## 164948          01 MSML00000002
## 164949          01 MSML00000002
## 164950          01 MSML00000002
## 164951          01 MSML00000002
## 164952          01 MSML00000002
## 164953          01 MSML00000002
## 164954          01 MSML00000002
## 164955          01 MSML00000002
## 164956          01 MSML00000002
## 164957          01 MSML00000002
## 164958          01 MSML00000002
## 164959          01 MSML00000002
## 164960          01 MSML00000002
## 164961          01 MSML00000002
## 164962          01 MSML00000002
## 164963          01 MSML00000002
## 164964          01 MSML00000002
## 164965          01 MSML00000002
## 164966          01 MSML00000002
## 164967          01 MSML00000002
## 164968          01 MSML00000002
## 164969          01 MSML00000002
## 164970          01 MSML00000002
## 164971          01 MSML00000002
## 164972          01 MSML00000002
## 164973          01 MSML00000002
## 164974          01 MSML00000002
## 164975          01 MSML00000002
## 164976          01 MSML00000002
## 164977          01 MSML00000002
## 164978          01 MSML00000002
## 164979          01 MSML00000002
## 164980          01 MSML00000002
## 164981          01 MSML00000002
## 164982          01 MSML00000002
## 164983          01 MSML00000002
## 164984          01 MSML00000002
## 164985          01 MSML00000002
## 164986          01 MSML00000002
## 164987          01 MSML00000002
## 164988          01 MSML00000002
## 164989          01 MSML00000002
## 164990          01 MSML00000002
## 164991          01 MSML00000002
## 164992          01 MSML00000002
## 164993          01 MSML00000002
## 164994          01 MSML00000002
## 164995          01 MSML00000002
## 164996          01 MSML00000002
## 164997          01 MSML00000002
## 164998          01 MSML00000002
## 164999          01 MSML00000002
## 165000          01 MSML00000002
## 165001          01 MSML00000002
## 165002          01 MSML00000002
## 165003          01 MSML00000002
## 165004          01 MSML00000002
## 165005          01 MSML00000002
## 165006          01 MSML00000002
## 165007          01 MSML00000002
## 165008          01 MSML00000002
## 165009          01 MSML00000002
## 165010          01 MSML00000002
## 165011          01 MSML00000002
## 165012          01 MSML00000002
## 165013          01 MSML00000002
## 165014          01 MSML00000002
## 165015          01 MSML00000002
## 165016          01 MSML00000002
## 165017          01 MSML00000002
## 165018          01 MSML00000002
## 165019          01 MSML00000002
## 165020          01 MSML00000002
## 165021          01 MSML00000002
## 165022          01 MSML00000002
## 165023          01 MSML00000002
## 165024          01 MSML00000002
## 165025          01 MSML00000002
## 165026          01 MSML00000002
## 165027          01 MSML00000002
## 165028          01 MSML00000002
## 165029          01 MSML00000002
## 165030          01 MSML00000002
## 165031          01 MSML00000002
## 165032          01 MSML00000002
## 165033          01 MSML00000002
## 165034          01 MSML00000002
## 165035          01 MSML00000002
## 165036          01 MSML00000002
## 165037          01 MSML00000002
## 165038          01 MSML00000002
## 165039          01 MSML00000002
## 165040          01 MSML00000002
## 165041          01 MSML00000002
## 165042          01 MSML00000002
## 165043          01 MSML00000002
## 165044          01 MSML00000002
## 165045          01 MSML00000002
## 165046          01 MSML00000002
## 165047          01 MSML00000002
## 165048          01 MSML00000002
## 165049          01 MSML00000002
## 165050          01 MSML00000002
## 165051          01 MSML00000002
## 165052          01 MSML00000002
## 165053          01 MSML00000002
## 165054          01 MSML00000002
## 165055          01 MSML00000002
## 165056          01 MSML00000002
## 165057          01 MSML00000002
## 165058          01 MSML00000002
## 165059          01 MSML00000002
## 165060          01 MSML00000002
## 165061          01 MSML00000002
## 165062          01 MSML00000002
## 165063          01 MSML00000002
## 165064          01 MSML00000002
## 165065          01 MSML00000002
## 165066          01 MSML00000002
## 165067          01 MSML00000002
## 165068          01 MSML00000002
## 165069          01 MSML00000002
## 165070          01 MSML00000002
## 165071          01 MSML00000002
## 165072          01 MSML00000002
## 165073          01 MSML00000002
## 165074          01 MSML00000002
## 165075          01 MSML00000002
## 165076          01 MSML00000002
## 165077          01 MSML00000002
## 165078          01 MSML00000002
## 165079          01 MSML00000002
## 165080          01 MSML00000002
## 165081          01 MSML00000002
## 165082          01 MSML00000002
## 165083          01 MSML00000002
## 165084          01 MSML00000002
## 165085          01 MSML00000002
## 165086          01 MSML00000002
## 165087          01 MSML00000002
## 165088          01 MSML00000002
## 165089          01 MSML00000002
## 165090          01 MSML00000002
## 165091          01 MSML00000002
## 165092          01 MSML00000002
## 165093          01 MSML00000002
## 165094          01 MSML00000002
## 165095          01 MSML00000002
## 165096          01 MSML00000002
## 165097          01 MSML00000002
## 165098          01 MSML00000002
## 165099          01 MSML00000002
## 165100          01 MSML00000002
## 165101          01 MSML00000002
## 165102          01 MSML00000002
## 165103          01 MSML00000002
## 165104          01 MSML00000002
## 165105          01 MSML00000002
## 165106          01 MSML00000002
## 165107          01 MSML00000002
## 165108          01 MSML00000002
## 165109          01 MSML00000002
## 165110          01 MSML00000002
## 165111          01 MSML00000002
## 165112          01 MSML00000002
## 165113          01 MSML00000002
## 165114          01 MSML00000002
## 165115          01 MSML00000002
## 165116          01 MSML00000002
## 165117          01 MSML00000002
## 165118          01 MSML00000002
## 165119          01 MSML00000002
## 165120          01 MSML00000002
## 165121          01 MSML00000002
## 165122          01 MSML00000002
## 165123          01 MSML00000002
## 165124          01 MSML00000002
## 165125          01 MSML00000002
## 165126          01 MSML00000002
## 165127          01 MSML00000002
## 165128          01 MSML00000002
## 165129          01 MSML00000002
## 165130          01 MSML00000002
## 165131          01 MSML00000002
## 165132          01 MSML00000002
## 165133          01 MSML00000002
## 165134          01 MSML00000002
## 165135          01 MSML00000002
##                                                 classnotation
## 164349 +a1,oil carrier,(e),+ams,+accu,vec,shres,cpp,esp,hm2+r
## 164350 +a1,oil carrier,(e),+ams,+accu,vec,shres,cpp,esp,hm2+r
## 164351 +a1,oil carrier,(e),+ams,+accu,vec,shres,cpp,esp,hm2+r
## 164352 +a1,oil carrier,(e),+ams,+accu,vec,shres,cpp,esp,hm2+r
## 164353 +a1,oil carrier,(e),+ams,+accu,vec,shres,cpp,esp,hm2+r
## 164354 +a1,oil carrier,(e),+ams,+accu,vec,shres,cpp,esp,hm2+r
## 164355 +a1,oil carrier,(e),+ams,+accu,vec,shres,cpp,esp,hm2+r
## 164356 +a1,oil carrier,(e),+ams,+accu,vec,shres,cpp,esp,hm2+r
## 164357 +a1,oil carrier,(e),+ams,+accu,vec,shres,cpp,esp,hm2+r
## 164358 +a1,oil carrier,(e),+ams,+accu,vec,shres,cpp,esp,hm2+r
## 164359 +a1,oil carrier,(e),+ams,+accu,vec,shres,cpp,esp,hm2+r
## 164360 +a1,oil carrier,(e),+ams,+accu,vec,shres,cpp,esp,hm2+r
## 164361 +a1,oil carrier,(e),+ams,+accu,vec,shres,cpp,esp,hm2+r
## 164362 +a1,oil carrier,(e),+ams,+accu,vec,shres,cpp,esp,hm2+r
## 164363 +a1,oil carrier,(e),+ams,+accu,vec,shres,cpp,esp,hm2+r
## 164364 +a1,oil carrier,(e),+ams,+accu,vec,shres,cpp,esp,hm2+r
## 164365 +a1,oil carrier,(e),+ams,+accu,vec,shres,cpp,esp,hm2+r
## 164366 +a1,oil carrier,(e),+ams,+accu,vec,shres,cpp,esp,hm2+r
## 164367 +a1,oil carrier,(e),+ams,+accu,vec,shres,cpp,esp,hm2+r
## 164368 +a1,oil carrier,(e),+ams,+accu,vec,shres,cpp,esp,hm2+r
## 164369 +a1,oil carrier,(e),+ams,+accu,vec,shres,cpp,esp,hm2+r
## 164370 +a1,oil carrier,(e),+ams,+accu,vec,shres,cpp,esp,hm2+r
## 164371 +a1,oil carrier,(e),+ams,+accu,vec,shres,cpp,esp,hm2+r
## 164372 +a1,oil carrier,(e),+ams,+accu,vec,shres,cpp,esp,hm2+r
## 164373 +a1,oil carrier,(e),+ams,+accu,vec,shres,cpp,esp,hm2+r
## 164374 +a1,oil carrier,(e),+ams,+accu,vec,shres,cpp,esp,hm2+r
## 164375 +a1,oil carrier,(e),+ams,+accu,vec,shres,cpp,esp,hm2+r
## 164376 +a1,oil carrier,(e),+ams,+accu,vec,shres,cpp,esp,hm2+r
## 164377 +a1,oil carrier,(e),+ams,+accu,vec,shres,cpp,esp,hm2+r
## 164378 +a1,oil carrier,(e),+ams,+accu,vec,shres,cpp,esp,hm2+r
## 164379 +a1,oil carrier,(e),+ams,+accu,vec,shres,cpp,esp,hm2+r
## 164380 +a1,oil carrier,(e),+ams,+accu,vec,shres,cpp,esp,hm2+r
## 164381 +a1,oil carrier,(e),+ams,+accu,vec,shres,cpp,esp,hm2+r
## 164382 +a1,oil carrier,(e),+ams,+accu,vec,shres,cpp,esp,hm2+r
## 164383 +a1,oil carrier,(e),+ams,+accu,vec,shres,cpp,esp,hm2+r
## 164384 +a1,oil carrier,(e),+ams,+accu,vec,shres,cpp,esp,hm2+r
## 164385 +a1,oil carrier,(e),+ams,+accu,vec,shres,cpp,esp,hm2+r
## 164386 +a1,oil carrier,(e),+ams,+accu,vec,shres,cpp,esp,hm2+r
## 164387 +a1,oil carrier,(e),+ams,+accu,vec,shres,cpp,esp,hm2+r
## 164388 +a1,oil carrier,(e),+ams,+accu,vec,shres,cpp,esp,hm2+r
## 164389 +a1,oil carrier,(e),+ams,+accu,vec,shres,cpp,esp,hm2+r
## 164390 +a1,oil carrier,(e),+ams,+accu,vec,shres,cpp,esp,hm2+r
## 164391 +a1,oil carrier,(e),+ams,+accu,vec,shres,cpp,esp,hm2+r
## 164392 +a1,oil carrier,(e),+ams,+accu,vec,shres,cpp,esp,hm2+r
## 164393 +a1,oil carrier,(e),+ams,+accu,vec,shres,cpp,esp,hm2+r
## 164394 +a1,oil carrier,(e),+ams,+accu,vec,shres,cpp,esp,hm2+r
## 164395 +a1,oil carrier,(e),+ams,+accu,vec,shres,cpp,esp,hm2+r
## 164396 +a1,oil carrier,(e),+ams,+accu,vec,shres,cpp,esp,hm2+r
## 164397 +a1,oil carrier,(e),+ams,+accu,vec,shres,cpp,esp,hm2+r
## 164398 +a1,oil carrier,(e),+ams,+accu,vec,shres,cpp,esp,hm2+r
## 164399 +a1,oil carrier,(e),+ams,+accu,vec,shres,cpp,esp,hm2+r
## 164400 +a1,oil carrier,(e),+ams,+accu,vec,shres,cpp,esp,hm2+r
## 164401 +a1,oil carrier,(e),+ams,+accu,vec,shres,cpp,esp,hm2+r
## 164402 +a1,oil carrier,(e),+ams,+accu,vec,shres,cpp,esp,hm2+r
## 164403 +a1,oil carrier,(e),+ams,+accu,vec,shres,cpp,esp,hm2+r
## 164404 +a1,oil carrier,(e),+ams,+accu,vec,shres,cpp,esp,hm2+r
## 164405 +a1,oil carrier,(e),+ams,+accu,vec,shres,cpp,esp,hm2+r
## 164406 +a1,oil carrier,(e),+ams,+accu,vec,shres,cpp,esp,hm2+r
## 164407 +a1,oil carrier,(e),+ams,+accu,vec,shres,cpp,esp,hm2+r
## 164408 +a1,oil carrier,(e),+ams,+accu,vec,shres,cpp,esp,hm2+r
## 164409 +a1,oil carrier,(e),+ams,+accu,vec,shres,cpp,esp,hm2+r
## 164410 +a1,oil carrier,(e),+ams,+accu,vec,shres,cpp,esp,hm2+r
## 164411 +a1,oil carrier,(e),+ams,+accu,vec,shres,cpp,esp,hm2+r
## 164412 +a1,oil carrier,(e),+ams,+accu,vec,shres,cpp,esp,hm2+r
## 164413 +a1,oil carrier,(e),+ams,+accu,vec,shres,cpp,esp,hm2+r
## 164414 +a1,oil carrier,(e),+ams,+accu,vec,shres,cpp,esp,hm2+r
## 164415 +a1,oil carrier,(e),+ams,+accu,vec,shres,cpp,esp,hm2+r
## 164416 +a1,oil carrier,(e),+ams,+accu,vec,shres,cpp,esp,hm2+r
## 164417 +a1,oil carrier,(e),+ams,+accu,vec,shres,cpp,esp,hm2+r
## 164418 +a1,oil carrier,(e),+ams,+accu,vec,shres,cpp,esp,hm2+r
## 164419 +a1,oil carrier,(e),+ams,+accu,vec,shres,cpp,esp,hm2+r
## 164420 +a1,oil carrier,(e),+ams,+accu,vec,shres,cpp,esp,hm2+r
## 164421 +a1,oil carrier,(e),+ams,+accu,vec,shres,cpp,esp,hm2+r
## 164422 +a1,oil carrier,(e),+ams,+accu,vec,shres,cpp,esp,hm2+r
## 164423 +a1,oil carrier,(e),+ams,+accu,vec,shres,cpp,esp,hm2+r
## 164424 +a1,oil carrier,(e),+ams,+accu,vec,shres,cpp,esp,hm2+r
## 164425 +a1,oil carrier,(e),+ams,+accu,vec,shres,cpp,esp,hm2+r
## 164426 +a1,oil carrier,(e),+ams,+accu,vec,shres,cpp,esp,hm2+r
## 164427 +a1,oil carrier,(e),+ams,+accu,vec,shres,cpp,esp,hm2+r
## 164428 +a1,oil carrier,(e),+ams,+accu,vec,shres,cpp,esp,hm2+r
## 164429 +a1,oil carrier,(e),+ams,+accu,vec,shres,cpp,esp,hm2+r
## 164430 +a1,oil carrier,(e),+ams,+accu,vec,shres,cpp,esp,hm2+r
## 164431 +a1,oil carrier,(e),+ams,+accu,vec,shres,cpp,esp,hm2+r
## 164432 +a1,oil carrier,(e),+ams,+accu,vec,shres,cpp,esp,hm2+r
## 164433 +a1,oil carrier,(e),+ams,+accu,vec,shres,cpp,esp,hm2+r
## 164434 +a1,oil carrier,(e),+ams,+accu,vec,shres,cpp,esp,hm2+r
## 164435 +a1,oil carrier,(e),+ams,+accu,vec,shres,cpp,esp,hm2+r
## 164436 +a1,oil carrier,(e),+ams,+accu,vec,shres,cpp,esp,hm2+r
## 164437 +a1,oil carrier,(e),+ams,+accu,vec,shres,cpp,esp,hm2+r
## 164438 +a1,oil carrier,(e),+ams,+accu,vec,shres,cpp,esp,hm2+r
## 164439 +a1,oil carrier,(e),+ams,+accu,vec,shres,cpp,esp,hm2+r
## 164440 +a1,oil carrier,(e),+ams,+accu,vec,shres,cpp,esp,hm2+r
## 164441 +a1,oil carrier,(e),+ams,+accu,vec,shres,cpp,esp,hm2+r
## 164442 +a1,oil carrier,(e),+ams,+accu,vec,shres,cpp,esp,hm2+r
## 164443 +a1,oil carrier,(e),+ams,+accu,vec,shres,cpp,esp,hm2+r
## 164444 +a1,oil carrier,(e),+ams,+accu,vec,shres,cpp,esp,hm2+r
## 164445 +a1,oil carrier,(e),+ams,+accu,vec,shres,cpp,esp,hm2+r
## 164446 +a1,oil carrier,(e),+ams,+accu,vec,shres,cpp,esp,hm2+r
## 164447 +a1,oil carrier,(e),+ams,+accu,vec,shres,cpp,esp,hm2+r
## 164448 +a1,oil carrier,(e),+ams,+accu,vec,shres,cpp,esp,hm2+r
## 164449 +a1,oil carrier,(e),+ams,+accu,vec,shres,cpp,esp,hm2+r
## 164450 +a1,oil carrier,(e),+ams,+accu,vec,shres,cpp,esp,hm2+r
## 164451 +a1,oil carrier,(e),+ams,+accu,vec,shres,cpp,esp,hm2+r
## 164452 +a1,oil carrier,(e),+ams,+accu,vec,shres,cpp,esp,hm2+r
## 164453 +a1,oil carrier,(e),+ams,+accu,vec,shres,cpp,esp,hm2+r
## 164454 +a1,oil carrier,(e),+ams,+accu,vec,shres,cpp,esp,hm2+r
## 164455 +a1,oil carrier,(e),+ams,+accu,vec,shres,cpp,esp,hm2+r
## 164456 +a1,oil carrier,(e),+ams,+accu,vec,shres,cpp,esp,hm2+r
## 164457 +a1,oil carrier,(e),+ams,+accu,vec,shres,cpp,esp,hm2+r
## 164458 +a1,oil carrier,(e),+ams,+accu,vec,shres,cpp,esp,hm2+r
## 164459 +a1,oil carrier,(e),+ams,+accu,vec,shres,cpp,esp,hm2+r
## 164460 +a1,oil carrier,(e),+ams,+accu,vec,shres,cpp,esp,hm2+r
## 164461 +a1,oil carrier,(e),+ams,+accu,vec,shres,cpp,esp,hm2+r
## 164462 +a1,oil carrier,(e),+ams,+accu,vec,shres,cpp,esp,hm2+r
## 164463 +a1,oil carrier,(e),+ams,+accu,vec,shres,cpp,esp,hm2+r
## 164464 +a1,oil carrier,(e),+ams,+accu,vec,shres,cpp,esp,hm2+r
## 164465 +a1,oil carrier,(e),+ams,+accu,vec,shres,cpp,esp,hm2+r
## 164466 +a1,oil carrier,(e),+ams,+accu,vec,shres,cpp,esp,hm2+r
## 164467 +a1,oil carrier,(e),+ams,+accu,vec,shres,cpp,esp,hm2+r
## 164468 +a1,oil carrier,(e),+ams,+accu,vec,shres,cpp,esp,hm2+r
## 164469 +a1,oil carrier,(e),+ams,+accu,vec,shres,cpp,esp,hm2+r
## 164470 +a1,oil carrier,(e),+ams,+accu,vec,shres,cpp,esp,hm2+r
## 164471 +a1,oil carrier,(e),+ams,+accu,vec,shres,cpp,esp,hm2+r
## 164472 +a1,oil carrier,(e),+ams,+accu,vec,shres,cpp,esp,hm2+r
## 164473 +a1,oil carrier,(e),+ams,+accu,vec,shres,cpp,esp,hm2+r
## 164474 +a1,oil carrier,(e),+ams,+accu,vec,shres,cpp,esp,hm2+r
## 164475 +a1,oil carrier,(e),+ams,+accu,vec,shres,cpp,esp,hm2+r
## 164476 +a1,oil carrier,(e),+ams,+accu,vec,shres,cpp,esp,hm2+r
## 164477 +a1,oil carrier,(e),+ams,+accu,vec,shres,cpp,esp,hm2+r
## 164478 +a1,oil carrier,(e),+ams,+accu,vec,shres,cpp,esp,hm2+r
## 164479 +a1,oil carrier,(e),+ams,+accu,vec,shres,cpp,esp,hm2+r
## 164480 +a1,oil carrier,(e),+ams,+accu,vec,shres,cpp,esp,hm2+r
## 164481 +a1,oil carrier,(e),+ams,+accu,vec,shres,cpp,esp,hm2+r
## 164482 +a1,oil carrier,(e),+ams,+accu,vec,shres,cpp,esp,hm2+r
## 164483 +a1,oil carrier,(e),+ams,+accu,vec,shres,cpp,esp,hm2+r
## 164484 +a1,oil carrier,(e),+ams,+accu,vec,shres,cpp,esp,hm2+r
## 164485 +a1,oil carrier,(e),+ams,+accu,vec,shres,cpp,esp,hm2+r
## 164486 +a1,oil carrier,(e),+ams,+accu,vec,shres,cpp,esp,hm2+r
## 164487 +a1,oil carrier,(e),+ams,+accu,vec,shres,cpp,esp,hm2+r
## 164488 +a1,oil carrier,(e),+ams,+accu,vec,shres,cpp,esp,hm2+r
## 164489 +a1,oil carrier,(e),+ams,+accu,vec,shres,cpp,esp,hm2+r
## 164490 +a1,oil carrier,(e),+ams,+accu,vec,shres,cpp,esp,hm2+r
## 164491 +a1,oil carrier,(e),+ams,+accu,vec,shres,cpp,esp,hm2+r
## 164492 +a1,oil carrier,(e),+ams,+accu,vec,shres,cpp,esp,hm2+r
## 164493 +a1,oil carrier,(e),+ams,+accu,vec,shres,cpp,esp,hm2+r
## 164494 +a1,oil carrier,(e),+ams,+accu,vec,shres,cpp,esp,hm2+r
## 164495 +a1,oil carrier,(e),+ams,+accu,vec,shres,cpp,esp,hm2+r
## 164496 +a1,oil carrier,(e),+ams,+accu,vec,shres,cpp,esp,hm2+r
## 164497 +a1,oil carrier,(e),+ams,+accu,vec,shres,cpp,esp,hm2+r
## 164498 +a1,oil carrier,(e),+ams,+accu,vec,shres,cpp,esp,hm2+r
## 164499 +a1,oil carrier,(e),+ams,+accu,vec,shres,cpp,esp,hm2+r
## 164500 +a1,oil carrier,(e),+ams,+accu,vec,shres,cpp,esp,hm2+r
## 164501 +a1,oil carrier,(e),+ams,+accu,vec,shres,cpp,esp,hm2+r
## 164502 +a1,oil carrier,(e),+ams,+accu,vec,shres,cpp,esp,hm2+r
## 164503 +a1,oil carrier,(e),+ams,+accu,vec,shres,cpp,esp,hm2+r
## 164504 +a1,oil carrier,(e),+ams,+accu,vec,shres,cpp,esp,hm2+r
## 164505 +a1,oil carrier,(e),+ams,+accu,vec,shres,cpp,esp,hm2+r
## 164506 +a1,oil carrier,(e),+ams,+accu,vec,shres,cpp,esp,hm2+r
## 164507 +a1,oil carrier,(e),+ams,+accu,vec,shres,cpp,esp,hm2+r
## 164508 +a1,oil carrier,(e),+ams,+accu,vec,shres,cpp,esp,hm2+r
## 164509 +a1,oil carrier,(e),+ams,+accu,vec,shres,cpp,esp,hm2+r
## 164510 +a1,oil carrier,(e),+ams,+accu,vec,shres,cpp,esp,hm2+r
## 164511 +a1,oil carrier,(e),+ams,+accu,vec,shres,cpp,esp,hm2+r
## 164512 +a1,oil carrier,(e),+ams,+accu,vec,shres,cpp,esp,hm2+r
## 164513 +a1,oil carrier,(e),+ams,+accu,vec,shres,cpp,esp,hm2+r
## 164514 +a1,oil carrier,(e),+ams,+accu,vec,shres,cpp,esp,hm2+r
## 164515 +a1,oil carrier,(e),+ams,+accu,vec,shres,cpp,esp,hm2+r
## 164516 +a1,oil carrier,(e),+ams,+accu,vec,shres,cpp,esp,hm2+r
## 164517 +a1,oil carrier,(e),+ams,+accu,vec,shres,cpp,esp,hm2+r
## 164518 +a1,oil carrier,(e),+ams,+accu,vec,shres,cpp,esp,hm2+r
## 164519 +a1,oil carrier,(e),+ams,+accu,vec,shres,cpp,esp,hm2+r
## 164520 +a1,oil carrier,(e),+ams,+accu,vec,shres,cpp,esp,hm2+r
## 164521 +a1,oil carrier,(e),+ams,+accu,vec,shres,cpp,esp,hm2+r
## 164522 +a1,oil carrier,(e),+ams,+accu,vec,shres,cpp,esp,hm2+r
## 164523 +a1,oil carrier,(e),+ams,+accu,vec,shres,cpp,esp,hm2+r
## 164524 +a1,oil carrier,(e),+ams,+accu,vec,shres,cpp,esp,hm2+r
## 164525 +a1,oil carrier,(e),+ams,+accu,vec,shres,cpp,esp,hm2+r
## 164526 +a1,oil carrier,(e),+ams,+accu,vec,shres,cpp,esp,hm2+r
## 164527 +a1,oil carrier,(e),+ams,+accu,vec,shres,cpp,esp,hm2+r
## 164528 +a1,oil carrier,(e),+ams,+accu,vec,shres,cpp,esp,hm2+r
## 164529 +a1,oil carrier,(e),+ams,+accu,vec,shres,cpp,esp,hm2+r
## 164530 +a1,oil carrier,(e),+ams,+accu,vec,shres,cpp,esp,hm2+r
## 164531 +a1,oil carrier,(e),+ams,+accu,vec,shres,cpp,esp,hm2+r
## 164532 +a1,oil carrier,(e),+ams,+accu,vec,shres,cpp,esp,hm2+r
## 164533 +a1,oil carrier,(e),+ams,+accu,vec,shres,cpp,esp,hm2+r
## 164534 +a1,oil carrier,(e),+ams,+accu,vec,shres,cpp,esp,hm2+r
## 164535 +a1,oil carrier,(e),+ams,+accu,vec,shres,cpp,esp,hm2+r
## 164536 +a1,oil carrier,(e),+ams,+accu,vec,shres,cpp,esp,hm2+r
## 164537 +a1,oil carrier,(e),+ams,+accu,vec,shres,cpp,esp,hm2+r
## 164538 +a1,oil carrier,(e),+ams,+accu,vec,shres,cpp,esp,hm2+r
## 164539 +a1,oil carrier,(e),+ams,+accu,vec,shres,cpp,esp,hm2+r
## 164540 +a1,oil carrier,(e),+ams,+accu,vec,shres,cpp,esp,hm2+r
## 164541 +a1,oil carrier,(e),+ams,+accu,vec,shres,cpp,esp,hm2+r
## 164542 +a1,oil carrier,(e),+ams,+accu,vec,shres,cpp,esp,hm2+r
## 164543 +a1,oil carrier,(e),+ams,+accu,vec,shres,cpp,esp,hm2+r
## 164544 +a1,oil carrier,(e),+ams,+accu,vec,shres,cpp,esp,hm2+r
## 164545 +a1,oil carrier,(e),+ams,+accu,vec,shres,cpp,esp,hm2+r
## 164546 +a1,oil carrier,(e),+ams,+accu,vec,shres,cpp,esp,hm2+r
## 164547 +a1,oil carrier,(e),+ams,+accu,vec,shres,cpp,esp,hm2+r
## 164548 +a1,oil carrier,(e),+ams,+accu,vec,shres,cpp,esp,hm2+r
## 164549 +a1,oil carrier,(e),+ams,+accu,vec,shres,cpp,esp,hm2+r
## 164550 +a1,oil carrier,(e),+ams,+accu,vec,shres,cpp,esp,hm2+r
## 164551 +a1,oil carrier,(e),+ams,+accu,vec,shres,cpp,esp,hm2+r
## 164552 +a1,oil carrier,(e),+ams,+accu,vec,shres,cpp,esp,hm2+r
## 164553 +a1,oil carrier,(e),+ams,+accu,vec,shres,cpp,esp,hm2+r
## 164554 +a1,oil carrier,(e),+ams,+accu,vec,shres,cpp,esp,hm2+r
## 164555 +a1,oil carrier,(e),+ams,+accu,vec,shres,cpp,esp,hm2+r
## 164556 +a1,oil carrier,(e),+ams,+accu,vec,shres,cpp,esp,hm2+r
## 164557 +a1,oil carrier,(e),+ams,+accu,vec,shres,cpp,esp,hm2+r
## 164558 +a1,oil carrier,(e),+ams,+accu,vec,shres,cpp,esp,hm2+r
## 164559 +a1,oil carrier,(e),+ams,+accu,vec,shres,cpp,esp,hm2+r
## 164560 +a1,oil carrier,(e),+ams,+accu,vec,shres,cpp,esp,hm2+r
## 164561 +a1,oil carrier,(e),+ams,+accu,vec,shres,cpp,esp,hm2+r
## 164562 +a1,oil carrier,(e),+ams,+accu,vec,shres,cpp,esp,hm2+r
## 164563 +a1,oil carrier,(e),+ams,+accu,vec,shres,cpp,esp,hm2+r
## 164564 +a1,oil carrier,(e),+ams,+accu,vec,shres,cpp,esp,hm2+r
## 164565 +a1,oil carrier,(e),+ams,+accu,vec,shres,cpp,esp,hm2+r
## 164566 +a1,oil carrier,(e),+ams,+accu,vec,shres,cpp,esp,hm2+r
## 164567 +a1,oil carrier,(e),+ams,+accu,vec,shres,cpp,esp,hm2+r
## 164568 +a1,oil carrier,(e),+ams,+accu,vec,shres,cpp,esp,hm2+r
## 164569 +a1,oil carrier,(e),+ams,+accu,vec,shres,cpp,esp,hm2+r
## 164570 +a1,oil carrier,(e),+ams,+accu,vec,shres,cpp,esp,hm2+r
## 164571 +a1,oil carrier,(e),+ams,+accu,vec,shres,cpp,esp,hm2+r
## 164572 +a1,oil carrier,(e),+ams,+accu,vec,shres,cpp,esp,hm2+r
## 164573 +a1,oil carrier,(e),+ams,+accu,vec,shres,cpp,esp,hm2+r
## 164574 +a1,oil carrier,(e),+ams,+accu,vec,shres,cpp,esp,hm2+r
## 164575 +a1,oil carrier,(e),+ams,+accu,vec,shres,cpp,esp,hm2+r
## 164576 +a1,oil carrier,(e),+ams,+accu,vec,shres,cpp,esp,hm2+r
## 164577 +a1,oil carrier,(e),+ams,+accu,vec,shres,cpp,esp,hm2+r
## 164578 +a1,oil carrier,(e),+ams,+accu,vec,shres,cpp,esp,hm2+r
## 164579 +a1,oil carrier,(e),+ams,+accu,vec,shres,cpp,esp,hm2+r
## 164580 +a1,oil carrier,(e),+ams,+accu,vec,shres,cpp,esp,hm2+r
## 164581 +a1,oil carrier,(e),+ams,+accu,vec,shres,cpp,esp,hm2+r
## 164582 +a1,oil carrier,(e),+ams,+accu,vec,shres,cpp,esp,hm2+r
## 164583 +a1,oil carrier,(e),+ams,+accu,vec,shres,cpp,esp,hm2+r
## 164584 +a1,oil carrier,(e),+ams,+accu,vec,shres,cpp,esp,hm2+r
## 164585 +a1,oil carrier,(e),+ams,+accu,vec,shres,cpp,esp,hm2+r
## 164586 +a1,oil carrier,(e),+ams,+accu,vec,shres,cpp,esp,hm2+r
## 164587 +a1,oil carrier,(e),+ams,+accu,vec,shres,cpp,esp,hm2+r
## 164588 +a1,oil carrier,(e),+ams,+accu,vec,shres,cpp,esp,hm2+r
## 164589 +a1,oil carrier,(e),+ams,+accu,vec,shres,cpp,esp,hm2+r
## 164590 +a1,oil carrier,(e),+ams,+accu,vec,shres,cpp,esp,hm2+r
## 164591 +a1,oil carrier,(e),+ams,+accu,vec,shres,cpp,esp,hm2+r
## 164592 +a1,oil carrier,(e),+ams,+accu,vec,shres,cpp,esp,hm2+r
## 164593 +a1,oil carrier,(e),+ams,+accu,vec,shres,cpp,esp,hm2+r
## 164594 +a1,oil carrier,(e),+ams,+accu,vec,shres,cpp,esp,hm2+r
## 164595 +a1,oil carrier,(e),+ams,+accu,vec,shres,cpp,esp,hm2+r
## 164596 +a1,oil carrier,(e),+ams,+accu,vec,shres,cpp,esp,hm2+r
## 164597 +a1,oil carrier,(e),+ams,+accu,vec,shres,cpp,esp,hm2+r
## 164598 +a1,oil carrier,(e),+ams,+accu,vec,shres,cpp,esp,hm2+r
## 164599 +a1,oil carrier,(e),+ams,+accu,vec,shres,cpp,esp,hm2+r
## 164600 +a1,oil carrier,(e),+ams,+accu,vec,shres,cpp,esp,hm2+r
## 164601 +a1,oil carrier,(e),+ams,+accu,vec,shres,cpp,esp,hm2+r
## 164602 +a1,oil carrier,(e),+ams,+accu,vec,shres,cpp,esp,hm2+r
## 164603 +a1,oil carrier,(e),+ams,+accu,vec,shres,cpp,esp,hm2+r
## 164604 +a1,oil carrier,(e),+ams,+accu,vec,shres,cpp,esp,hm2+r
## 164605 +a1,oil carrier,(e),+ams,+accu,vec,shres,cpp,esp,hm2+r
## 164606 +a1,oil carrier,(e),+ams,+accu,vec,shres,cpp,esp,hm2+r
## 164607 +a1,oil carrier,(e),+ams,+accu,vec,shres,cpp,esp,hm2+r
## 164608 +a1,oil carrier,(e),+ams,+accu,vec,shres,cpp,esp,hm2+r
## 164609 +a1,oil carrier,(e),+ams,+accu,vec,shres,cpp,esp,hm2+r
## 164610 +a1,oil carrier,(e),+ams,+accu,vec,shres,cpp,esp,hm2+r
## 164611 +a1,oil carrier,(e),+ams,+accu,vec,shres,cpp,esp,hm2+r
## 164612 +a1,oil carrier,(e),+ams,+accu,vec,shres,cpp,esp,hm2+r
## 164613 +a1,oil carrier,(e),+ams,+accu,vec,shres,cpp,esp,hm2+r
## 164614 +a1,oil carrier,(e),+ams,+accu,vec,shres,cpp,esp,hm2+r
## 164615 +a1,oil carrier,(e),+ams,+accu,vec,shres,cpp,esp,hm2+r
## 164616 +a1,oil carrier,(e),+ams,+accu,vec,shres,cpp,esp,hm2+r
## 164617 +a1,oil carrier,(e),+ams,+accu,vec,shres,cpp,esp,hm2+r
## 164618 +a1,oil carrier,(e),+ams,+accu,vec,shres,cpp,esp,hm2+r
## 164619 +a1,oil carrier,(e),+ams,+accu,vec,shres,cpp,esp,hm2+r
## 164620 +a1,oil carrier,(e),+ams,+accu,vec,shres,cpp,esp,hm2+r
## 164621 +a1,oil carrier,(e),+ams,+accu,vec,shres,cpp,esp,hm2+r
## 164622 +a1,oil carrier,(e),+ams,+accu,vec,shres,cpp,esp,hm2+r
## 164623 +a1,oil carrier,(e),+ams,+accu,vec,shres,cpp,esp,hm2+r
## 164624 +a1,oil carrier,(e),+ams,+accu,vec,shres,cpp,esp,hm2+r
## 164625 +a1,oil carrier,(e),+ams,+accu,vec,shres,cpp,esp,hm2+r
## 164626 +a1,oil carrier,(e),+ams,+accu,vec,shres,cpp,esp,hm2+r
## 164627 +a1,oil carrier,(e),+ams,+accu,vec,shres,cpp,esp,hm2+r
## 164628 +a1,oil carrier,(e),+ams,+accu,vec,shres,cpp,esp,hm2+r
## 164629 +a1,oil carrier,(e),+ams,+accu,vec,shres,cpp,esp,hm2+r
## 164630 +a1,oil carrier,(e),+ams,+accu,vec,shres,cpp,esp,hm2+r
## 164631 +a1,oil carrier,(e),+ams,+accu,vec,shres,cpp,esp,hm2+r
## 164632 +a1,oil carrier,(e),+ams,+accu,vec,shres,cpp,esp,hm2+r
## 164633 +a1,oil carrier,(e),+ams,+accu,vec,shres,cpp,esp,hm2+r
## 164634 +a1,oil carrier,(e),+ams,+accu,vec,shres,cpp,esp,hm2+r
## 164635 +a1,oil carrier,(e),+ams,+accu,vec,shres,cpp,esp,hm2+r
## 164636 +a1,oil carrier,(e),+ams,+accu,vec,shres,cpp,esp,hm2+r
## 164637 +a1,oil carrier,(e),+ams,+accu,vec,shres,cpp,esp,hm2+r
## 164638 +a1,oil carrier,(e),+ams,+accu,vec,shres,cpp,esp,hm2+r
## 164639 +a1,oil carrier,(e),+ams,+accu,vec,shres,cpp,esp,hm2+r
## 164640 +a1,oil carrier,(e),+ams,+accu,vec,shres,cpp,esp,hm2+r
## 164641 +a1,oil carrier,(e),+ams,+accu,vec,shres,cpp,esp,hm2+r
## 164642 +a1,oil carrier,(e),+ams,+accu,vec,shres,cpp,esp,hm2+r
## 164643 +a1,oil carrier,(e),+ams,+accu,vec,shres,cpp,esp,hm2+r
## 164644 +a1,oil carrier,(e),+ams,+accu,vec,shres,cpp,esp,hm2+r
## 164645 +a1,oil carrier,(e),+ams,+accu,vec,shres,cpp,esp,hm2+r
## 164646 +a1,oil carrier,(e),+ams,+accu,vec,shres,cpp,esp,hm2+r
## 164647 +a1,oil carrier,(e),+ams,+accu,vec,shres,cpp,esp,hm2+r
## 164648 +a1,oil carrier,(e),+ams,+accu,vec,shres,cpp,esp,hm2+r
## 164649 +a1,oil carrier,(e),+ams,+accu,vec,shres,cpp,esp,hm2+r
## 164650 +a1,oil carrier,(e),+ams,+accu,vec,shres,cpp,esp,hm2+r
## 164651 +a1,oil carrier,(e),+ams,+accu,vec,shres,cpp,esp,hm2+r
## 164652 +a1,oil carrier,(e),+ams,+accu,vec,shres,cpp,esp,hm2+r
## 164653 +a1,oil carrier,(e),+ams,+accu,vec,shres,cpp,esp,hm2+r
## 164654 +a1,oil carrier,(e),+ams,+accu,vec,shres,cpp,esp,hm2+r
## 164655 +a1,oil carrier,(e),+ams,+accu,vec,shres,cpp,esp,hm2+r
## 164656 +a1,oil carrier,(e),+ams,+accu,vec,shres,cpp,esp,hm2+r
## 164657 +a1,oil carrier,(e),+ams,+accu,vec,shres,cpp,esp,hm2+r
## 164658 +a1,oil carrier,(e),+ams,+accu,vec,shres,cpp,esp,hm2+r
## 164659 +a1,oil carrier,(e),+ams,+accu,vec,shres,cpp,esp,hm2+r
## 164660 +a1,oil carrier,(e),+ams,+accu,vec,shres,cpp,esp,hm2+r
## 164661 +a1,oil carrier,(e),+ams,+accu,vec,shres,cpp,esp,hm2+r
## 164662 +a1,oil carrier,(e),+ams,+accu,vec,shres,cpp,esp,hm2+r
## 164663 +a1,oil carrier,(e),+ams,+accu,vec,shres,cpp,esp,hm2+r
## 164664 +a1,oil carrier,(e),+ams,+accu,vec,shres,cpp,esp,hm2+r
## 164665 +a1,oil carrier,(e),+ams,+accu,vec,shres,cpp,esp,hm2+r
## 164666 +a1,oil carrier,(e),+ams,+accu,vec,shres,cpp,esp,hm2+r
## 164667 +a1,oil carrier,(e),+ams,+accu,vec,shres,cpp,esp,hm2+r
## 164668 +a1,oil carrier,(e),+ams,+accu,vec,shres,cpp,esp,hm2+r
## 164669 +a1,oil carrier,(e),+ams,+accu,vec,shres,cpp,esp,hm2+r
## 164670 +a1,oil carrier,(e),+ams,+accu,vec,shres,cpp,esp,hm2+r
## 164671 +a1,oil carrier,(e),+ams,+accu,vec,shres,cpp,esp,hm2+r
## 164672 +a1,oil carrier,(e),+ams,+accu,vec,shres,cpp,esp,hm2+r
## 164673 +a1,oil carrier,(e),+ams,+accu,vec,shres,cpp,esp,hm2+r
## 164674 +a1,oil carrier,(e),+ams,+accu,vec,shres,cpp,esp,hm2+r
## 164675 +a1,oil carrier,(e),+ams,+accu,vec,shres,cpp,esp,hm2+r
## 164676 +a1,oil carrier,(e),+ams,+accu,vec,shres,cpp,esp,hm2+r
## 164677 +a1,oil carrier,(e),+ams,+accu,vec,shres,cpp,esp,hm2+r
## 164678 +a1,oil carrier,(e),+ams,+accu,vec,shres,cpp,esp,hm2+r
## 164679 +a1,oil carrier,(e),+ams,+accu,vec,shres,cpp,esp,hm2+r
## 164680 +a1,oil carrier,(e),+ams,+accu,vec,shres,cpp,esp,hm2+r
## 164681 +a1,oil carrier,(e),+ams,+accu,vec,shres,cpp,esp,hm2+r
## 164682 +a1,oil carrier,(e),+ams,+accu,vec,shres,cpp,esp,hm2+r
## 164683 +a1,oil carrier,(e),+ams,+accu,vec,shres,cpp,esp,hm2+r
## 164684 +a1,oil carrier,(e),+ams,+accu,vec,shres,cpp,esp,hm2+r
## 164685 +a1,oil carrier,(e),+ams,+accu,vec,shres,cpp,esp,hm2+r
## 164686 +a1,oil carrier,(e),+ams,+accu,vec,shres,cpp,esp,hm2+r
## 164687 +a1,oil carrier,(e),+ams,+accu,vec,shres,cpp,esp,hm2+r
## 164688 +a1,oil carrier,(e),+ams,+accu,vec,shres,cpp,esp,hm2+r
## 164689 +a1,oil carrier,(e),+ams,+accu,vec,shres,cpp,esp,hm2+r
## 164690 +a1,oil carrier,(e),+ams,+accu,vec,shres,cpp,esp,hm2+r
## 164691 +a1,oil carrier,(e),+ams,+accu,vec,shres,cpp,esp,hm2+r
## 164692 +a1,oil carrier,(e),+ams,+accu,vec,shres,cpp,esp,hm2+r
## 164693 +a1,oil carrier,(e),+ams,+accu,vec,shres,cpp,esp,hm2+r
## 164694 +a1,oil carrier,(e),+ams,+accu,vec,shres,cpp,esp,hm2+r
## 164695 +a1,oil carrier,(e),+ams,+accu,vec,shres,cpp,esp,hm2+r
## 164696 +a1,oil carrier,(e),+ams,+accu,vec,shres,cpp,esp,hm2+r
## 164697 +a1,oil carrier,(e),+ams,+accu,vec,shres,cpp,esp,hm2+r
## 164698 +a1,oil carrier,(e),+ams,+accu,vec,shres,cpp,esp,hm2+r
## 164699 +a1,oil carrier,(e),+ams,+accu,vec,shres,cpp,esp,hm2+r
## 164700 +a1,oil carrier,(e),+ams,+accu,vec,shres,cpp,esp,hm2+r
## 164701 +a1,oil carrier,(e),+ams,+accu,vec,shres,cpp,esp,hm2+r
## 164702 +a1,oil carrier,(e),+ams,+accu,vec,shres,cpp,esp,hm2+r
## 164703 +a1,oil carrier,(e),+ams,+accu,vec,shres,cpp,esp,hm2+r
## 164704 +a1,oil carrier,(e),+ams,+accu,vec,shres,cpp,esp,hm2+r
## 164705 +a1,oil carrier,(e),+ams,+accu,vec,shres,cpp,esp,hm2+r
## 164706 +a1,oil carrier,(e),+ams,+accu,vec,shres,cpp,esp,hm2+r
## 164707 +a1,oil carrier,(e),+ams,+accu,vec,shres,cpp,esp,hm2+r
## 164708 +a1,oil carrier,(e),+ams,+accu,vec,shres,cpp,esp,hm2+r
## 164709 +a1,oil carrier,(e),+ams,+accu,vec,shres,cpp,esp,hm2+r
## 164710 +a1,oil carrier,(e),+ams,+accu,vec,shres,cpp,esp,hm2+r
## 164711 +a1,oil carrier,(e),+ams,+accu,vec,shres,cpp,esp,hm2+r
## 164712 +a1,oil carrier,(e),+ams,+accu,vec,shres,cpp,esp,hm2+r
## 164713 +a1,oil carrier,(e),+ams,+accu,vec,shres,cpp,esp,hm2+r
## 164714 +a1,oil carrier,(e),+ams,+accu,vec,shres,cpp,esp,hm2+r
## 164715 +a1,oil carrier,(e),+ams,+accu,vec,shres,cpp,esp,hm2+r
## 164716 +a1,oil carrier,(e),+ams,+accu,vec,shres,cpp,esp,hm2+r
## 164717 +a1,oil carrier,(e),+ams,+accu,vec,shres,cpp,esp,hm2+r
## 164718 +a1,oil carrier,(e),+ams,+accu,vec,shres,cpp,esp,hm2+r
## 164719 +a1,oil carrier,(e),+ams,+accu,vec,shres,cpp,esp,hm2+r
## 164720 +a1,oil carrier,(e),+ams,+accu,vec,shres,cpp,esp,hm2+r
## 164721 +a1,oil carrier,(e),+ams,+accu,vec,shres,cpp,esp,hm2+r
## 164722 +a1,oil carrier,(e),+ams,+accu,vec,shres,cpp,esp,hm2+r
## 164723 +a1,oil carrier,(e),+ams,+accu,vec,shres,cpp,esp,hm2+r
## 164724 +a1,oil carrier,(e),+ams,+accu,vec,shres,cpp,esp,hm2+r
## 164725 +a1,oil carrier,(e),+ams,+accu,vec,shres,cpp,esp,hm2+r
## 164726 +a1,oil carrier,(e),+ams,+accu,vec,shres,cpp,esp,hm2+r
## 164727 +a1,oil carrier,(e),+ams,+accu,vec,shres,cpp,esp,hm2+r
## 164728 +a1,oil carrier,(e),+ams,+accu,vec,shres,cpp,esp,hm2+r
## 164729 +a1,oil carrier,(e),+ams,+accu,vec,shres,cpp,esp,hm2+r
## 164730 +a1,oil carrier,(e),+ams,+accu,vec,shres,cpp,esp,hm2+r
## 164731 +a1,oil carrier,(e),+ams,+accu,vec,shres,cpp,esp,hm2+r
## 164732 +a1,oil carrier,(e),+ams,+accu,vec,shres,cpp,esp,hm2+r
## 164733 +a1,oil carrier,(e),+ams,+accu,vec,shres,cpp,esp,hm2+r
## 164734 +a1,oil carrier,(e),+ams,+accu,vec,shres,cpp,esp,hm2+r
## 164735 +a1,oil carrier,(e),+ams,+accu,vec,shres,cpp,esp,hm2+r
## 164736 +a1,oil carrier,(e),+ams,+accu,vec,shres,cpp,esp,hm2+r
## 164737 +a1,oil carrier,(e),+ams,+accu,vec,shres,cpp,esp,hm2+r
## 164738 +a1,oil carrier,(e),+ams,+accu,vec,shres,cpp,esp,hm2+r
## 164739 +a1,oil carrier,(e),+ams,+accu,vec,shres,cpp,esp,hm2+r
## 164740 +a1,oil carrier,(e),+ams,+accu,vec,shres,cpp,esp,hm2+r
## 164741 +a1,oil carrier,(e),+ams,+accu,vec,shres,cpp,esp,hm2+r
## 164742 +a1,oil carrier,(e),+ams,+accu,vec,shres,cpp,esp,hm2+r
## 164743 +a1,oil carrier,(e),+ams,+accu,vec,shres,cpp,esp,hm2+r
## 164744 +a1,oil carrier,(e),+ams,+accu,vec,shres,cpp,esp,hm2+r
## 164745 +a1,oil carrier,(e),+ams,+accu,vec,shres,cpp,esp,hm2+r
## 164746 +a1,oil carrier,(e),+ams,+accu,vec,shres,cpp,esp,hm2+r
## 164747 +a1,oil carrier,(e),+ams,+accu,vec,shres,cpp,esp,hm2+r
## 164748 +a1,oil carrier,(e),+ams,+accu,vec,shres,cpp,esp,hm2+r
## 164749 +a1,oil carrier,(e),+ams,+accu,vec,shres,cpp,esp,hm2+r
## 164750 +a1,oil carrier,(e),+ams,+accu,vec,shres,cpp,esp,hm2+r
## 164751 +a1,oil carrier,(e),+ams,+accu,vec,shres,cpp,esp,hm2+r
## 164752 +a1,oil carrier,(e),+ams,+accu,vec,shres,cpp,esp,hm2+r
## 164753 +a1,oil carrier,(e),+ams,+accu,vec,shres,cpp,esp,hm2+r
## 164754 +a1,oil carrier,(e),+ams,+accu,vec,shres,cpp,esp,hm2+r
## 164755 +a1,oil carrier,(e),+ams,+accu,vec,shres,cpp,esp,hm2+r
## 164756 +a1,oil carrier,(e),+ams,+accu,vec,shres,cpp,esp,hm2+r
## 164757 +a1,oil carrier,(e),+ams,+accu,vec,shres,cpp,esp,hm2+r
## 164758 +a1,oil carrier,(e),+ams,+accu,vec,shres,cpp,esp,hm2+r
## 164759 +a1,oil carrier,(e),+ams,+accu,vec,shres,cpp,esp,hm2+r
## 164760 +a1,oil carrier,(e),+ams,+accu,vec,shres,cpp,esp,hm2+r
## 164761 +a1,oil carrier,(e),+ams,+accu,vec,shres,cpp,esp,hm2+r
## 164762 +a1,oil carrier,(e),+ams,+accu,vec,shres,cpp,esp,hm2+r
## 164763 +a1,oil carrier,(e),+ams,+accu,vec,shres,cpp,esp,hm2+r
## 164764 +a1,oil carrier,(e),+ams,+accu,vec,shres,cpp,esp,hm2+r
## 164765 +a1,oil carrier,(e),+ams,+accu,vec,shres,cpp,esp,hm2+r
## 164766 +a1,oil carrier,(e),+ams,+accu,vec,shres,cpp,esp,hm2+r
## 164767 +a1,oil carrier,(e),+ams,+accu,vec,shres,cpp,esp,hm2+r
## 164768 +a1,oil carrier,(e),+ams,+accu,vec,shres,cpp,esp,hm2+r
## 164769 +a1,oil carrier,(e),+ams,+accu,vec,shres,cpp,esp,hm2+r
## 164770 +a1,oil carrier,(e),+ams,+accu,vec,shres,cpp,esp,hm2+r
## 164771 +a1,oil carrier,(e),+ams,+accu,vec,shres,cpp,esp,hm2+r
## 164772 +a1,oil carrier,(e),+ams,+accu,vec,shres,cpp,esp,hm2+r
## 164773 +a1,oil carrier,(e),+ams,+accu,vec,shres,cpp,esp,hm2+r
## 164774 +a1,oil carrier,(e),+ams,+accu,vec,shres,cpp,esp,hm2+r
## 164775 +a1,oil carrier,(e),+ams,+accu,vec,shres,cpp,esp,hm2+r
## 164776 +a1,oil carrier,(e),+ams,+accu,vec,shres,cpp,esp,hm2+r
## 164777 +a1,oil carrier,(e),+ams,+accu,vec,shres,cpp,esp,hm2+r
## 164778 +a1,oil carrier,(e),+ams,+accu,vec,shres,cpp,esp,hm2+r
## 164779 +a1,oil carrier,(e),+ams,+accu,vec,shres,cpp,esp,hm2+r
## 164780 +a1,oil carrier,(e),+ams,+accu,vec,shres,cpp,esp,hm2+r
## 164781 +a1,oil carrier,(e),+ams,+accu,vec,shres,cpp,esp,hm2+r
## 164782 +a1,oil carrier,(e),+ams,+accu,vec,shres,cpp,esp,hm2+r
## 164783 +a1,oil carrier,(e),+ams,+accu,vec,shres,cpp,esp,hm2+r
## 164784 +a1,oil carrier,(e),+ams,+accu,vec,shres,cpp,esp,hm2+r
## 164785 +a1,oil carrier,(e),+ams,+accu,vec,shres,cpp,esp,hm2+r
## 164786 +a1,oil carrier,(e),+ams,+accu,vec,shres,cpp,esp,hm2+r
## 164787 +a1,oil carrier,(e),+ams,+accu,vec,shres,cpp,esp,hm2+r
## 164788 +a1,oil carrier,(e),+ams,+accu,vec,shres,cpp,esp,hm2+r
## 164789 +a1,oil carrier,(e),+ams,+accu,vec,shres,cpp,esp,hm2+r
## 164790 +a1,oil carrier,(e),+ams,+accu,vec,shres,cpp,esp,hm2+r
## 164791 +a1,oil carrier,(e),+ams,+accu,vec,shres,cpp,esp,hm2+r
## 164792 +a1,oil carrier,(e),+ams,+accu,vec,shres,cpp,esp,hm2+r
## 164793 +a1,oil carrier,(e),+ams,+accu,vec,shres,cpp,esp,hm2+r
## 164794 +a1,oil carrier,(e),+ams,+accu,vec,shres,cpp,esp,hm2+r
## 164795 +a1,oil carrier,(e),+ams,+accu,vec,shres,cpp,esp,hm2+r
## 164796 +a1,oil carrier,(e),+ams,+accu,vec,shres,cpp,esp,hm2+r
## 164797 +a1,oil carrier,(e),+ams,+accu,vec,shres,cpp,esp,hm2+r
## 164798 +a1,oil carrier,(e),+ams,+accu,vec,shres,cpp,esp,hm2+r
## 164799 +a1,oil carrier,(e),+ams,+accu,vec,shres,cpp,esp,hm2+r
## 164800 +a1,oil carrier,(e),+ams,+accu,vec,shres,cpp,esp,hm2+r
## 164801 +a1,oil carrier,(e),+ams,+accu,vec,shres,cpp,esp,hm2+r
## 164802 +a1,oil carrier,(e),+ams,+accu,vec,shres,cpp,esp,hm2+r
## 164803 +a1,oil carrier,(e),+ams,+accu,vec,shres,cpp,esp,hm2+r
## 164804 +a1,oil carrier,(e),+ams,+accu,vec,shres,cpp,esp,hm2+r
## 164805 +a1,oil carrier,(e),+ams,+accu,vec,shres,cpp,esp,hm2+r
## 164806 +a1,oil carrier,(e),+ams,+accu,vec,shres,cpp,esp,hm2+r
## 164807 +a1,oil carrier,(e),+ams,+accu,vec,shres,cpp,esp,hm2+r
## 164808 +a1,oil carrier,(e),+ams,+accu,vec,shres,cpp,esp,hm2+r
## 164809 +a1,oil carrier,(e),+ams,+accu,vec,shres,cpp,esp,hm2+r
## 164810 +a1,oil carrier,(e),+ams,+accu,vec,shres,cpp,esp,hm2+r
## 164811 +a1,oil carrier,(e),+ams,+accu,vec,shres,cpp,esp,hm2+r
## 164812 +a1,oil carrier,(e),+ams,+accu,vec,shres,cpp,esp,hm2+r
## 164813 +a1,oil carrier,(e),+ams,+accu,vec,shres,cpp,esp,hm2+r
## 164814 +a1,oil carrier,(e),+ams,+accu,vec,shres,cpp,esp,hm2+r
## 164815 +a1,oil carrier,(e),+ams,+accu,vec,shres,cpp,esp,hm2+r
## 164816 +a1,oil carrier,(e),+ams,+accu,vec,shres,cpp,esp,hm2+r
## 164817 +a1,oil carrier,(e),+ams,+accu,vec,shres,cpp,esp,hm2+r
## 164818 +a1,oil carrier,(e),+ams,+accu,vec,shres,cpp,esp,hm2+r
## 164819 +a1,oil carrier,(e),+ams,+accu,vec,shres,cpp,esp,hm2+r
## 164820 +a1,oil carrier,(e),+ams,+accu,vec,shres,cpp,esp,hm2+r
## 164821 +a1,oil carrier,(e),+ams,+accu,vec,shres,cpp,esp,hm2+r
## 164822 +a1,oil carrier,(e),+ams,+accu,vec,shres,cpp,esp,hm2+r
## 164823 +a1,oil carrier,(e),+ams,+accu,vec,shres,cpp,esp,hm2+r
## 164824 +a1,oil carrier,(e),+ams,+accu,vec,shres,cpp,esp,hm2+r
## 164825 +a1,oil carrier,(e),+ams,+accu,vec,shres,cpp,esp,hm2+r
## 164826 +a1,oil carrier,(e),+ams,+accu,vec,shres,cpp,esp,hm2+r
## 164827 +a1,oil carrier,(e),+ams,+accu,vec,shres,cpp,esp,hm2+r
## 164828 +a1,oil carrier,(e),+ams,+accu,vec,shres,cpp,esp,hm2+r
## 164829 +a1,oil carrier,(e),+ams,+accu,vec,shres,cpp,esp,hm2+r
## 164830 +a1,oil carrier,(e),+ams,+accu,vec,shres,cpp,esp,hm2+r
## 164831 +a1,oil carrier,(e),+ams,+accu,vec,shres,cpp,esp,hm2+r
## 164832 +a1,oil carrier,(e),+ams,+accu,vec,shres,cpp,esp,hm2+r
## 164833 +a1,oil carrier,(e),+ams,+accu,vec,shres,cpp,esp,hm2+r
## 164834 +a1,oil carrier,(e),+ams,+accu,vec,shres,cpp,esp,hm2+r
## 164835 +a1,oil carrier,(e),+ams,+accu,vec,shres,cpp,esp,hm2+r
## 164836 +a1,oil carrier,(e),+ams,+accu,vec,shres,cpp,esp,hm2+r
## 164837 +a1,oil carrier,(e),+ams,+accu,vec,shres,cpp,esp,hm2+r
## 164838 +a1,oil carrier,(e),+ams,+accu,vec,shres,cpp,esp,hm2+r
## 164839 +a1,oil carrier,(e),+ams,+accu,vec,shres,cpp,esp,hm2+r
## 164840 +a1,oil carrier,(e),+ams,+accu,vec,shres,cpp,esp,hm2+r
## 164841 +a1,oil carrier,(e),+ams,+accu,vec,shres,cpp,esp,hm2+r
## 164842 +a1,oil carrier,(e),+ams,+accu,vec,shres,cpp,esp,hm2+r
## 164843 +a1,oil carrier,(e),+ams,+accu,vec,shres,cpp,esp,hm2+r
## 164844 +a1,oil carrier,(e),+ams,+accu,vec,shres,cpp,esp,hm2+r
## 164845 +a1,oil carrier,(e),+ams,+accu,vec,shres,cpp,esp,hm2+r
## 164846 +a1,oil carrier,(e),+ams,+accu,vec,shres,cpp,esp,hm2+r
## 164847 +a1,oil carrier,(e),+ams,+accu,vec,shres,cpp,esp,hm2+r
## 164848 +a1,oil carrier,(e),+ams,+accu,vec,shres,cpp,esp,hm2+r
## 164849 +a1,oil carrier,(e),+ams,+accu,vec,shres,cpp,esp,hm2+r
## 164850 +a1,oil carrier,(e),+ams,+accu,vec,shres,cpp,esp,hm2+r
## 164851 +a1,oil carrier,(e),+ams,+accu,vec,shres,cpp,esp,hm2+r
## 164852 +a1,oil carrier,(e),+ams,+accu,vec,shres,cpp,esp,hm2+r
## 164853 +a1,oil carrier,(e),+ams,+accu,vec,shres,cpp,esp,hm2+r
## 164854 +a1,oil carrier,(e),+ams,+accu,vec,shres,cpp,esp,hm2+r
## 164855 +a1,oil carrier,(e),+ams,+accu,vec,shres,cpp,esp,hm2+r
## 164856 +a1,oil carrier,(e),+ams,+accu,vec,shres,cpp,esp,hm2+r
## 164857 +a1,oil carrier,(e),+ams,+accu,vec,shres,cpp,esp,hm2+r
## 164858 +a1,oil carrier,(e),+ams,+accu,vec,shres,cpp,esp,hm2+r
## 164859 +a1,oil carrier,(e),+ams,+accu,vec,shres,cpp,esp,hm2+r
## 164860 +a1,oil carrier,(e),+ams,+accu,vec,shres,cpp,esp,hm2+r
## 164861 +a1,oil carrier,(e),+ams,+accu,vec,shres,cpp,esp,hm2+r
## 164862 +a1,oil carrier,(e),+ams,+accu,vec,shres,cpp,esp,hm2+r
## 164863 +a1,oil carrier,(e),+ams,+accu,vec,shres,cpp,esp,hm2+r
## 164864 +a1,oil carrier,(e),+ams,+accu,vec,shres,cpp,esp,hm2+r
## 164865 +a1,oil carrier,(e),+ams,+accu,vec,shres,cpp,esp,hm2+r
## 164866 +a1,oil carrier,(e),+ams,+accu,vec,shres,cpp,esp,hm2+r
## 164867 +a1,oil carrier,(e),+ams,+accu,vec,shres,cpp,esp,hm2+r
## 164868 +a1,oil carrier,(e),+ams,+accu,vec,shres,cpp,esp,hm2+r
## 164869 +a1,oil carrier,(e),+ams,+accu,vec,shres,cpp,esp,hm2+r
## 164870 +a1,oil carrier,(e),+ams,+accu,vec,shres,cpp,esp,hm2+r
## 164871 +a1,oil carrier,(e),+ams,+accu,vec,shres,cpp,esp,hm2+r
## 164872 +a1,oil carrier,(e),+ams,+accu,vec,shres,cpp,esp,hm2+r
## 164873 +a1,oil carrier,(e),+ams,+accu,vec,shres,cpp,esp,hm2+r
## 164874 +a1,oil carrier,(e),+ams,+accu,vec,shres,cpp,esp,hm2+r
## 164875 +a1,oil carrier,(e),+ams,+accu,vec,shres,cpp,esp,hm2+r
## 164876 +a1,oil carrier,(e),+ams,+accu,vec,shres,cpp,esp,hm2+r
## 164877 +a1,oil carrier,(e),+ams,+accu,vec,shres,cpp,esp,hm2+r
## 164878 +a1,oil carrier,(e),+ams,+accu,vec,shres,cpp,esp,hm2+r
## 164879 +a1,oil carrier,(e),+ams,+accu,vec,shres,cpp,esp,hm2+r
## 164880 +a1,oil carrier,(e),+ams,+accu,vec,shres,cpp,esp,hm2+r
## 164881 +a1,oil carrier,(e),+ams,+accu,vec,shres,cpp,esp,hm2+r
## 164882 +a1,oil carrier,(e),+ams,+accu,vec,shres,cpp,esp,hm2+r
## 164883 +a1,oil carrier,(e),+ams,+accu,vec,shres,cpp,esp,hm2+r
## 164884 +a1,oil carrier,(e),+ams,+accu,vec,shres,cpp,esp,hm2+r
## 164885 +a1,oil carrier,(e),+ams,+accu,vec,shres,cpp,esp,hm2+r
## 164886 +a1,oil carrier,(e),+ams,+accu,vec,shres,cpp,esp,hm2+r
## 164887 +a1,oil carrier,(e),+ams,+accu,vec,shres,cpp,esp,hm2+r
## 164888 +a1,oil carrier,(e),+ams,+accu,vec,shres,cpp,esp,hm2+r
## 164889 +a1,oil carrier,(e),+ams,+accu,vec,shres,cpp,esp,hm2+r
## 164890 +a1,oil carrier,(e),+ams,+accu,vec,shres,cpp,esp,hm2+r
## 164891 +a1,oil carrier,(e),+ams,+accu,vec,shres,cpp,esp,hm2+r
## 164892 +a1,oil carrier,(e),+ams,+accu,vec,shres,cpp,esp,hm2+r
## 164893 +a1,oil carrier,(e),+ams,+accu,vec,shres,cpp,esp,hm2+r
## 164894 +a1,oil carrier,(e),+ams,+accu,vec,shres,cpp,esp,hm2+r
## 164895 +a1,oil carrier,(e),+ams,+accu,vec,shres,cpp,esp,hm2+r
## 164896 +a1,oil carrier,(e),+ams,+accu,vec,shres,cpp,esp,hm2+r
## 164897 +a1,oil carrier,(e),+ams,+accu,vec,shres,cpp,esp,hm2+r
## 164898 +a1,oil carrier,(e),+ams,+accu,vec,shres,cpp,esp,hm2+r
## 164899 +a1,oil carrier,(e),+ams,+accu,vec,shres,cpp,esp,hm2+r
## 164900 +a1,oil carrier,(e),+ams,+accu,vec,shres,cpp,esp,hm2+r
## 164901 +a1,oil carrier,(e),+ams,+accu,vec,shres,cpp,esp,hm2+r
## 164902 +a1,oil carrier,(e),+ams,+accu,vec,shres,cpp,esp,hm2+r
## 164903 +a1,oil carrier,(e),+ams,+accu,vec,shres,cpp,esp,hm2+r
## 164904 +a1,oil carrier,(e),+ams,+accu,vec,shres,cpp,esp,hm2+r
## 164905 +a1,oil carrier,(e),+ams,+accu,vec,shres,cpp,esp,hm2+r
## 164906 +a1,oil carrier,(e),+ams,+accu,vec,shres,cpp,esp,hm2+r
## 164907 +a1,oil carrier,(e),+ams,+accu,vec,shres,cpp,esp,hm2+r
## 164908 +a1,oil carrier,(e),+ams,+accu,vec,shres,cpp,esp,hm2+r
## 164909 +a1,oil carrier,(e),+ams,+accu,vec,shres,cpp,esp,hm2+r
## 164910 +a1,oil carrier,(e),+ams,+accu,vec,shres,cpp,esp,hm2+r
## 164911 +a1,oil carrier,(e),+ams,+accu,vec,shres,cpp,esp,hm2+r
## 164912 +a1,oil carrier,(e),+ams,+accu,vec,shres,cpp,esp,hm2+r
## 164913 +a1,oil carrier,(e),+ams,+accu,vec,shres,cpp,esp,hm2+r
## 164914 +a1,oil carrier,(e),+ams,+accu,vec,shres,cpp,esp,hm2+r
## 164915 +a1,oil carrier,(e),+ams,+accu,vec,shres,cpp,esp,hm2+r
## 164916 +a1,oil carrier,(e),+ams,+accu,vec,shres,cpp,esp,hm2+r
## 164917 +a1,oil carrier,(e),+ams,+accu,vec,shres,cpp,esp,hm2+r
## 164918 +a1,oil carrier,(e),+ams,+accu,vec,shres,cpp,esp,hm2+r
## 164919 +a1,oil carrier,(e),+ams,+accu,vec,shres,cpp,esp,hm2+r
## 164920 +a1,oil carrier,(e),+ams,+accu,vec,shres,cpp,esp,hm2+r
## 164921 +a1,oil carrier,(e),+ams,+accu,vec,shres,cpp,esp,hm2+r
## 164922 +a1,oil carrier,(e),+ams,+accu,vec,shres,cpp,esp,hm2+r
## 164923 +a1,oil carrier,(e),+ams,+accu,vec,shres,cpp,esp,hm2+r
## 164924 +a1,oil carrier,(e),+ams,+accu,vec,shres,cpp,esp,hm2+r
## 164925 +a1,oil carrier,(e),+ams,+accu,vec,shres,cpp,esp,hm2+r
## 164926 +a1,oil carrier,(e),+ams,+accu,vec,shres,cpp,esp,hm2+r
## 164927 +a1,oil carrier,(e),+ams,+accu,vec,shres,cpp,esp,hm2+r
## 164928 +a1,oil carrier,(e),+ams,+accu,vec,shres,cpp,esp,hm2+r
## 164929 +a1,oil carrier,(e),+ams,+accu,vec,shres,cpp,esp,hm2+r
## 164930 +a1,oil carrier,(e),+ams,+accu,vec,shres,cpp,esp,hm2+r
## 164931 +a1,oil carrier,(e),+ams,+accu,vec,shres,cpp,esp,hm2+r
## 164932 +a1,oil carrier,(e),+ams,+accu,vec,shres,cpp,esp,hm2+r
## 164933 +a1,oil carrier,(e),+ams,+accu,vec,shres,cpp,esp,hm2+r
## 164934 +a1,oil carrier,(e),+ams,+accu,vec,shres,cpp,esp,hm2+r
## 164935 +a1,oil carrier,(e),+ams,+accu,vec,shres,cpp,esp,hm2+r
## 164936 +a1,oil carrier,(e),+ams,+accu,vec,shres,cpp,esp,hm2+r
## 164937 +a1,oil carrier,(e),+ams,+accu,vec,shres,cpp,esp,hm2+r
## 164938 +a1,oil carrier,(e),+ams,+accu,vec,shres,cpp,esp,hm2+r
## 164939 +a1,oil carrier,(e),+ams,+accu,vec,shres,cpp,esp,hm2+r
## 164940 +a1,oil carrier,(e),+ams,+accu,vec,shres,cpp,esp,hm2+r
## 164941 +a1,oil carrier,(e),+ams,+accu,vec,shres,cpp,esp,hm2+r
## 164942 +a1,oil carrier,(e),+ams,+accu,vec,shres,cpp,esp,hm2+r
## 164943 +a1,oil carrier,(e),+ams,+accu,vec,shres,cpp,esp,hm2+r
## 164944 +a1,oil carrier,(e),+ams,+accu,vec,shres,cpp,esp,hm2+r
## 164945 +a1,oil carrier,(e),+ams,+accu,vec,shres,cpp,esp,hm2+r
## 164946 +a1,oil carrier,(e),+ams,+accu,vec,shres,cpp,esp,hm2+r
## 164947 +a1,oil carrier,(e),+ams,+accu,vec,shres,cpp,esp,hm2+r
## 164948 +a1,oil carrier,(e),+ams,+accu,vec,shres,cpp,esp,hm2+r
## 164949 +a1,oil carrier,(e),+ams,+accu,vec,shres,cpp,esp,hm2+r
## 164950 +a1,oil carrier,(e),+ams,+accu,vec,shres,cpp,esp,hm2+r
## 164951 +a1,oil carrier,(e),+ams,+accu,vec,shres,cpp,esp,hm2+r
## 164952 +a1,oil carrier,(e),+ams,+accu,vec,shres,cpp,esp,hm2+r
## 164953 +a1,oil carrier,(e),+ams,+accu,vec,shres,cpp,esp,hm2+r
## 164954 +a1,oil carrier,(e),+ams,+accu,vec,shres,cpp,esp,hm2+r
## 164955 +a1,oil carrier,(e),+ams,+accu,vec,shres,cpp,esp,hm2+r
## 164956 +a1,oil carrier,(e),+ams,+accu,vec,shres,cpp,esp,hm2+r
## 164957 +a1,oil carrier,(e),+ams,+accu,vec,shres,cpp,esp,hm2+r
## 164958 +a1,oil carrier,(e),+ams,+accu,vec,shres,cpp,esp,hm2+r
## 164959 +a1,oil carrier,(e),+ams,+accu,vec,shres,cpp,esp,hm2+r
## 164960 +a1,oil carrier,(e),+ams,+accu,vec,shres,cpp,esp,hm2+r
## 164961 +a1,oil carrier,(e),+ams,+accu,vec,shres,cpp,esp,hm2+r
## 164962 +a1,oil carrier,(e),+ams,+accu,vec,shres,cpp,esp,hm2+r
## 164963 +a1,oil carrier,(e),+ams,+accu,vec,shres,cpp,esp,hm2+r
## 164964 +a1,oil carrier,(e),+ams,+accu,vec,shres,cpp,esp,hm2+r
## 164965 +a1,oil carrier,(e),+ams,+accu,vec,shres,cpp,esp,hm2+r
## 164966 +a1,oil carrier,(e),+ams,+accu,vec,shres,cpp,esp,hm2+r
## 164967 +a1,oil carrier,(e),+ams,+accu,vec,shres,cpp,esp,hm2+r
## 164968 +a1,oil carrier,(e),+ams,+accu,vec,shres,cpp,esp,hm2+r
## 164969 +a1,oil carrier,(e),+ams,+accu,vec,shres,cpp,esp,hm2+r
## 164970 +a1,oil carrier,(e),+ams,+accu,vec,shres,cpp,esp,hm2+r
## 164971 +a1,oil carrier,(e),+ams,+accu,vec,shres,cpp,esp,hm2+r
## 164972 +a1,oil carrier,(e),+ams,+accu,vec,shres,cpp,esp,hm2+r
## 164973 +a1,oil carrier,(e),+ams,+accu,vec,shres,cpp,esp,hm2+r
## 164974 +a1,oil carrier,(e),+ams,+accu,vec,shres,cpp,esp,hm2+r
## 164975 +a1,oil carrier,(e),+ams,+accu,vec,shres,cpp,esp,hm2+r
## 164976 +a1,oil carrier,(e),+ams,+accu,vec,shres,cpp,esp,hm2+r
## 164977 +a1,oil carrier,(e),+ams,+accu,vec,shres,cpp,esp,hm2+r
## 164978 +a1,oil carrier,(e),+ams,+accu,vec,shres,cpp,esp,hm2+r
## 164979 +a1,oil carrier,(e),+ams,+accu,vec,shres,cpp,esp,hm2+r
## 164980 +a1,oil carrier,(e),+ams,+accu,vec,shres,cpp,esp,hm2+r
## 164981 +a1,oil carrier,(e),+ams,+accu,vec,shres,cpp,esp,hm2+r
## 164982 +a1,oil carrier,(e),+ams,+accu,vec,shres,cpp,esp,hm2+r
## 164983 +a1,oil carrier,(e),+ams,+accu,vec,shres,cpp,esp,hm2+r
## 164984 +a1,oil carrier,(e),+ams,+accu,vec,shres,cpp,esp,hm2+r
## 164985 +a1,oil carrier,(e),+ams,+accu,vec,shres,cpp,esp,hm2+r
## 164986 +a1,oil carrier,(e),+ams,+accu,vec,shres,cpp,esp,hm2+r
## 164987 +a1,oil carrier,(e),+ams,+accu,vec,shres,cpp,esp,hm2+r
## 164988 +a1,oil carrier,(e),+ams,+accu,vec,shres,cpp,esp,hm2+r
## 164989 +a1,oil carrier,(e),+ams,+accu,vec,shres,cpp,esp,hm2+r
## 164990 +a1,oil carrier,(e),+ams,+accu,vec,shres,cpp,esp,hm2+r
## 164991 +a1,oil carrier,(e),+ams,+accu,vec,shres,cpp,esp,hm2+r
## 164992 +a1,oil carrier,(e),+ams,+accu,vec,shres,cpp,esp,hm2+r
## 164993 +a1,oil carrier,(e),+ams,+accu,vec,shres,cpp,esp,hm2+r
## 164994 +a1,oil carrier,(e),+ams,+accu,vec,shres,cpp,esp,hm2+r
## 164995 +a1,oil carrier,(e),+ams,+accu,vec,shres,cpp,esp,hm2+r
## 164996 +a1,oil carrier,(e),+ams,+accu,vec,shres,cpp,esp,hm2+r
## 164997 +a1,oil carrier,(e),+ams,+accu,vec,shres,cpp,esp,hm2+r
## 164998 +a1,oil carrier,(e),+ams,+accu,vec,shres,cpp,esp,hm2+r
## 164999 +a1,oil carrier,(e),+ams,+accu,vec,shres,cpp,esp,hm2+r
## 165000 +a1,oil carrier,(e),+ams,+accu,vec,shres,cpp,esp,hm2+r
## 165001 +a1,oil carrier,(e),+ams,+accu,vec,shres,cpp,esp,hm2+r
## 165002 +a1,oil carrier,(e),+ams,+accu,vec,shres,cpp,esp,hm2+r
## 165003 +a1,oil carrier,(e),+ams,+accu,vec,shres,cpp,esp,hm2+r
## 165004 +a1,oil carrier,(e),+ams,+accu,vec,shres,cpp,esp,hm2+r
## 165005 +a1,oil carrier,(e),+ams,+accu,vec,shres,cpp,esp,hm2+r
## 165006 +a1,oil carrier,(e),+ams,+accu,vec,shres,cpp,esp,hm2+r
## 165007 +a1,oil carrier,(e),+ams,+accu,vec,shres,cpp,esp,hm2+r
## 165008 +a1,oil carrier,(e),+ams,+accu,vec,shres,cpp,esp,hm2+r
## 165009 +a1,oil carrier,(e),+ams,+accu,vec,shres,cpp,esp,hm2+r
## 165010 +a1,oil carrier,(e),+ams,+accu,vec,shres,cpp,esp,hm2+r
## 165011 +a1,oil carrier,(e),+ams,+accu,vec,shres,cpp,esp,hm2+r
## 165012 +a1,oil carrier,(e),+ams,+accu,vec,shres,cpp,esp,hm2+r
## 165013 +a1,oil carrier,(e),+ams,+accu,vec,shres,cpp,esp,hm2+r
## 165014 +a1,oil carrier,(e),+ams,+accu,vec,shres,cpp,esp,hm2+r
## 165015 +a1,oil carrier,(e),+ams,+accu,vec,shres,cpp,esp,hm2+r
## 165016 +a1,oil carrier,(e),+ams,+accu,vec,shres,cpp,esp,hm2+r
## 165017 +a1,oil carrier,(e),+ams,+accu,vec,shres,cpp,esp,hm2+r
## 165018 +a1,oil carrier,(e),+ams,+accu,vec,shres,cpp,esp,hm2+r
## 165019 +a1,oil carrier,(e),+ams,+accu,vec,shres,cpp,esp,hm2+r
## 165020 +a1,oil carrier,(e),+ams,+accu,vec,shres,cpp,esp,hm2+r
## 165021 +a1,oil carrier,(e),+ams,+accu,vec,shres,cpp,esp,hm2+r
## 165022 +a1,oil carrier,(e),+ams,+accu,vec,shres,cpp,esp,hm2+r
## 165023 +a1,oil carrier,(e),+ams,+accu,vec,shres,cpp,esp,hm2+r
## 165024 +a1,oil carrier,(e),+ams,+accu,vec,shres,cpp,esp,hm2+r
## 165025 +a1,oil carrier,(e),+ams,+accu,vec,shres,cpp,esp,hm2+r
## 165026 +a1,oil carrier,(e),+ams,+accu,vec,shres,cpp,esp,hm2+r
## 165027 +a1,oil carrier,(e),+ams,+accu,vec,shres,cpp,esp,hm2+r
## 165028 +a1,oil carrier,(e),+ams,+accu,vec,shres,cpp,esp,hm2+r
## 165029 +a1,oil carrier,(e),+ams,+accu,vec,shres,cpp,esp,hm2+r
## 165030 +a1,oil carrier,(e),+ams,+accu,vec,shres,cpp,esp,hm2+r
## 165031 +a1,oil carrier,(e),+ams,+accu,vec,shres,cpp,esp,hm2+r
## 165032 +a1,oil carrier,(e),+ams,+accu,vec,shres,cpp,esp,hm2+r
## 165033 +a1,oil carrier,(e),+ams,+accu,vec,shres,cpp,esp,hm2+r
## 165034 +a1,oil carrier,(e),+ams,+accu,vec,shres,cpp,esp,hm2+r
## 165035 +a1,oil carrier,(e),+ams,+accu,vec,shres,cpp,esp,hm2+r
## 165036 +a1,oil carrier,(e),+ams,+accu,vec,shres,cpp,esp,hm2+r
## 165037 +a1,oil carrier,(e),+ams,+accu,vec,shres,cpp,esp,hm2+r
## 165038 +a1,oil carrier,(e),+ams,+accu,vec,shres,cpp,esp,hm2+r
## 165039 +a1,oil carrier,(e),+ams,+accu,vec,shres,cpp,esp,hm2+r
## 165040 +a1,oil carrier,(e),+ams,+accu,vec,shres,cpp,esp,hm2+r
## 165041 +a1,oil carrier,(e),+ams,+accu,vec,shres,cpp,esp,hm2+r
## 165042 +a1,oil carrier,(e),+ams,+accu,vec,shres,cpp,esp,hm2+r
## 165043 +a1,oil carrier,(e),+ams,+accu,vec,shres,cpp,esp,hm2+r
## 165044 +a1,oil carrier,(e),+ams,+accu,vec,shres,cpp,esp,hm2+r
## 165045 +a1,oil carrier,(e),+ams,+accu,vec,shres,cpp,esp,hm2+r
## 165046 +a1,oil carrier,(e),+ams,+accu,vec,shres,cpp,esp,hm2+r
## 165047 +a1,oil carrier,(e),+ams,+accu,vec,shres,cpp,esp,hm2+r
## 165048 +a1,oil carrier,(e),+ams,+accu,vec,shres,cpp,esp,hm2+r
## 165049 +a1,oil carrier,(e),+ams,+accu,vec,shres,cpp,esp,hm2+r
## 165050 +a1,oil carrier,(e),+ams,+accu,vec,shres,cpp,esp,hm2+r
## 165051 +a1,oil carrier,(e),+ams,+accu,vec,shres,cpp,esp,hm2+r
## 165052 +a1,oil carrier,(e),+ams,+accu,vec,shres,cpp,esp,hm2+r
## 165053 +a1,oil carrier,(e),+ams,+accu,vec,shres,cpp,esp,hm2+r
## 165054 +a1,oil carrier,(e),+ams,+accu,vec,shres,cpp,esp,hm2+r
## 165055 +a1,oil carrier,(e),+ams,+accu,vec,shres,cpp,esp,hm2+r
## 165056 +a1,oil carrier,(e),+ams,+accu,vec,shres,cpp,esp,hm2+r
## 165057 +a1,oil carrier,(e),+ams,+accu,vec,shres,cpp,esp,hm2+r
## 165058 +a1,oil carrier,(e),+ams,+accu,vec,shres,cpp,esp,hm2+r
## 165059 +a1,oil carrier,(e),+ams,+accu,vec,shres,cpp,esp,hm2+r
## 165060 +a1,oil carrier,(e),+ams,+accu,vec,shres,cpp,esp,hm2+r
## 165061 +a1,oil carrier,(e),+ams,+accu,vec,shres,cpp,esp,hm2+r
## 165062 +a1,oil carrier,(e),+ams,+accu,vec,shres,cpp,esp,hm2+r
## 165063 +a1,oil carrier,(e),+ams,+accu,vec,shres,cpp,esp,hm2+r
## 165064 +a1,oil carrier,(e),+ams,+accu,vec,shres,cpp,esp,hm2+r
## 165065 +a1,oil carrier,(e),+ams,+accu,vec,shres,cpp,esp,hm2+r
## 165066 +a1,oil carrier,(e),+ams,+accu,vec,shres,cpp,esp,hm2+r
## 165067 +a1,oil carrier,(e),+ams,+accu,vec,shres,cpp,esp,hm2+r
## 165068 +a1,oil carrier,(e),+ams,+accu,vec,shres,cpp,esp,hm2+r
## 165069 +a1,oil carrier,(e),+ams,+accu,vec,shres,cpp,esp,hm2+r
## 165070 +a1,oil carrier,(e),+ams,+accu,vec,shres,cpp,esp,hm2+r
## 165071 +a1,oil carrier,(e),+ams,+accu,vec,shres,cpp,esp,hm2+r
## 165072 +a1,oil carrier,(e),+ams,+accu,vec,shres,cpp,esp,hm2+r
## 165073 +a1,oil carrier,(e),+ams,+accu,vec,shres,cpp,esp,hm2+r
## 165074 +a1,oil carrier,(e),+ams,+accu,vec,shres,cpp,esp,hm2+r
## 165075 +a1,oil carrier,(e),+ams,+accu,vec,shres,cpp,esp,hm2+r
## 165076 +a1,oil carrier,(e),+ams,+accu,vec,shres,cpp,esp,hm2+r
## 165077 +a1,oil carrier,(e),+ams,+accu,vec,shres,cpp,esp,hm2+r
## 165078 +a1,oil carrier,(e),+ams,+accu,vec,shres,cpp,esp,hm2+r
## 165079 +a1,oil carrier,(e),+ams,+accu,vec,shres,cpp,esp,hm2+r
## 165080 +a1,oil carrier,(e),+ams,+accu,vec,shres,cpp,esp,hm2+r
## 165081 +a1,oil carrier,(e),+ams,+accu,vec,shres,cpp,esp,hm2+r
## 165082 +a1,oil carrier,(e),+ams,+accu,vec,shres,cpp,esp,hm2+r
## 165083 +a1,oil carrier,(e),+ams,+accu,vec,shres,cpp,esp,hm2+r
## 165084 +a1,oil carrier,(e),+ams,+accu,vec,shres,cpp,esp,hm2+r
## 165085 +a1,oil carrier,(e),+ams,+accu,vec,shres,cpp,esp,hm2+r
## 165086 +a1,oil carrier,(e),+ams,+accu,vec,shres,cpp,esp,hm2+r
## 165087 +a1,oil carrier,(e),+ams,+accu,vec,shres,cpp,esp,hm2+r
## 165088 +a1,oil carrier,(e),+ams,+accu,vec,shres,cpp,esp,hm2+r
## 165089 +a1,oil carrier,(e),+ams,+accu,vec,shres,cpp,esp,hm2+r
## 165090 +a1,oil carrier,(e),+ams,+accu,vec,shres,cpp,esp,hm2+r
## 165091 +a1,oil carrier,(e),+ams,+accu,vec,shres,cpp,esp,hm2+r
## 165092 +a1,oil carrier,(e),+ams,+accu,vec,shres,cpp,esp,hm2+r
## 165093 +a1,oil carrier,(e),+ams,+accu,vec,shres,cpp,esp,hm2+r
## 165094 +a1,oil carrier,(e),+ams,+accu,vec,shres,cpp,esp,hm2+r
## 165095 +a1,oil carrier,(e),+ams,+accu,vec,shres,cpp,esp,hm2+r
## 165096 +a1,oil carrier,(e),+ams,+accu,vec,shres,cpp,esp,hm2+r
## 165097 +a1,oil carrier,(e),+ams,+accu,vec,shres,cpp,esp,hm2+r
## 165098 +a1,oil carrier,(e),+ams,+accu,vec,shres,cpp,esp,hm2+r
## 165099 +a1,oil carrier,(e),+ams,+accu,vec,shres,cpp,esp,hm2+r
## 165100 +a1,oil carrier,(e),+ams,+accu,vec,shres,cpp,esp,hm2+r
## 165101 +a1,oil carrier,(e),+ams,+accu,vec,shres,cpp,esp,hm2+r
## 165102 +a1,oil carrier,(e),+ams,+accu,vec,shres,cpp,esp,hm2+r
## 165103 +a1,oil carrier,(e),+ams,+accu,vec,shres,cpp,esp,hm2+r
## 165104 +a1,oil carrier,(e),+ams,+accu,vec,shres,cpp,esp,hm2+r
## 165105 +a1,oil carrier,(e),+ams,+accu,vec,shres,cpp,esp,hm2+r
## 165106 +a1,oil carrier,(e),+ams,+accu,vec,shres,cpp,esp,hm2+r
## 165107 +a1,oil carrier,(e),+ams,+accu,vec,shres,cpp,esp,hm2+r
## 165108 +a1,oil carrier,(e),+ams,+accu,vec,shres,cpp,esp,hm2+r
## 165109 +a1,oil carrier,(e),+ams,+accu,vec,shres,cpp,esp,hm2+r
## 165110 +a1,oil carrier,(e),+ams,+accu,vec,shres,cpp,esp,hm2+r
## 165111 +a1,oil carrier,(e),+ams,+accu,vec,shres,cpp,esp,hm2+r
## 165112 +a1,oil carrier,(e),+ams,+accu,vec,shres,cpp,esp,hm2+r
## 165113 +a1,oil carrier,(e),+ams,+accu,vec,shres,cpp,esp,hm2+r
## 165114 +a1,oil carrier,(e),+ams,+accu,vec,shres,cpp,esp,hm2+r
## 165115 +a1,oil carrier,(e),+ams,+accu,vec,shres,cpp,esp,hm2+r
## 165116 +a1,oil carrier,(e),+ams,+accu,vec,shres,cpp,esp,hm2+r
## 165117 +a1,oil carrier,(e),+ams,+accu,vec,shres,cpp,esp,hm2+r
## 165118 +a1,oil carrier,(e),+ams,+accu,vec,shres,cpp,esp,hm2+r
## 165119 +a1,oil carrier,(e),+ams,+accu,vec,shres,cpp,esp,hm2+r
## 165120 +a1,oil carrier,(e),+ams,+accu,vec,shres,cpp,esp,hm2+r
## 165121 +a1,oil carrier,(e),+ams,+accu,vec,shres,cpp,esp,hm2+r
## 165122 +a1,oil carrier,(e),+ams,+accu,vec,shres,cpp,esp,hm2+r
## 165123 +a1,oil carrier,(e),+ams,+accu,vec,shres,cpp,esp,hm2+r
## 165124 +a1,oil carrier,(e),+ams,+accu,vec,shres,cpp,esp,hm2+r
## 165125 +a1,oil carrier,(e),+ams,+accu,vec,shres,cpp,esp,hm2+r
## 165126 +a1,oil carrier,(e),+ams,+accu,vec,shres,cpp,esp,hm2+r
## 165127 +a1,oil carrier,(e),+ams,+accu,vec,shres,cpp,esp,hm2+r
## 165128 +a1,oil carrier,(e),+ams,+accu,vec,shres,cpp,esp,hm2+r
## 165129 +a1,oil carrier,(e),+ams,+accu,vec,shres,cpp,esp,hm2+r
## 165130 +a1,oil carrier,(e),+ams,+accu,vec,shres,cpp,esp,hm2+r
## 165131 +a1,oil carrier,(e),+ams,+accu,vec,shres,cpp,esp,hm2+r
## 165132 +a1,oil carrier,(e),+ams,+accu,vec,shres,cpp,esp,hm2+r
## 165133 +a1,oil carrier,(e),+ams,+accu,vec,shres,cpp,esp,hm2+r
## 165134 +a1,oil carrier,(e),+ams,+accu,vec,shres,cpp,esp,hm2+r
## 165135 +a1,oil carrier,(e),+ams,+accu,vec,shres,cpp,esp,hm2+r
##         superintendent     operator imonumber vesselclassid ismstatus
## 164349 Ramesh Nagaraju Jacob George   9247182      02113052       MAY
## 164350 Ramesh Nagaraju Jacob George   9247182      02113052       MAY
## 164351 Ramesh Nagaraju Jacob George   9247182      02113052       MAY
## 164352 Ramesh Nagaraju Jacob George   9247182      02113052       MAY
## 164353 Ramesh Nagaraju Jacob George   9247182      02113052       MAY
## 164354 Ramesh Nagaraju Jacob George   9247182      02113052       MAY
## 164355 Ramesh Nagaraju Jacob George   9247182      02113052       MAY
## 164356 Ramesh Nagaraju Jacob George   9247182      02113052       MAY
## 164357 Ramesh Nagaraju Jacob George   9247182      02113052       MAY
## 164358 Ramesh Nagaraju Jacob George   9247182      02113052       MAY
## 164359 Ramesh Nagaraju Jacob George   9247182      02113052       MAY
## 164360 Ramesh Nagaraju Jacob George   9247182      02113052       MAY
## 164361 Ramesh Nagaraju Jacob George   9247182      02113052       MAY
## 164362 Ramesh Nagaraju Jacob George   9247182      02113052       MAY
## 164363 Ramesh Nagaraju Jacob George   9247182      02113052       MAY
## 164364 Ramesh Nagaraju Jacob George   9247182      02113052       MAY
## 164365 Ramesh Nagaraju Jacob George   9247182      02113052       MAY
## 164366 Ramesh Nagaraju Jacob George   9247182      02113052       MAY
## 164367 Ramesh Nagaraju Jacob George   9247182      02113052       MAY
## 164368 Ramesh Nagaraju Jacob George   9247182      02113052       MAY
## 164369 Ramesh Nagaraju Jacob George   9247182      02113052       MAY
## 164370 Ramesh Nagaraju Jacob George   9247182      02113052       MAY
## 164371 Ramesh Nagaraju Jacob George   9247182      02113052       MAY
## 164372 Ramesh Nagaraju Jacob George   9247182      02113052       MAY
## 164373 Ramesh Nagaraju Jacob George   9247182      02113052       MAY
## 164374 Ramesh Nagaraju Jacob George   9247182      02113052       MAY
## 164375 Ramesh Nagaraju Jacob George   9247182      02113052       MAY
## 164376 Ramesh Nagaraju Jacob George   9247182      02113052       MAY
## 164377 Ramesh Nagaraju Jacob George   9247182      02113052       MAY
## 164378 Ramesh Nagaraju Jacob George   9247182      02113052       MAY
## 164379 Ramesh Nagaraju Jacob George   9247182      02113052       MAY
## 164380 Ramesh Nagaraju Jacob George   9247182      02113052       MAY
## 164381 Ramesh Nagaraju Jacob George   9247182      02113052       MAY
## 164382 Ramesh Nagaraju Jacob George   9247182      02113052       MAY
## 164383 Ramesh Nagaraju Jacob George   9247182      02113052       MAY
## 164384 Ramesh Nagaraju Jacob George   9247182      02113052       MAY
## 164385 Ramesh Nagaraju Jacob George   9247182      02113052       MAY
## 164386 Ramesh Nagaraju Jacob George   9247182      02113052       MAY
## 164387 Ramesh Nagaraju Jacob George   9247182      02113052       MAY
## 164388 Ramesh Nagaraju Jacob George   9247182      02113052       MAY
## 164389 Ramesh Nagaraju Jacob George   9247182      02113052       MAY
## 164390 Ramesh Nagaraju Jacob George   9247182      02113052       MAY
## 164391 Ramesh Nagaraju Jacob George   9247182      02113052       MAY
## 164392 Ramesh Nagaraju Jacob George   9247182      02113052       MAY
## 164393 Ramesh Nagaraju Jacob George   9247182      02113052       MAY
## 164394 Ramesh Nagaraju Jacob George   9247182      02113052       MAY
## 164395 Ramesh Nagaraju Jacob George   9247182      02113052       MAY
## 164396 Ramesh Nagaraju Jacob George   9247182      02113052       MAY
## 164397 Ramesh Nagaraju Jacob George   9247182      02113052       MAY
## 164398 Ramesh Nagaraju Jacob George   9247182      02113052       MAY
## 164399 Ramesh Nagaraju Jacob George   9247182      02113052       MAY
## 164400 Ramesh Nagaraju Jacob George   9247182      02113052       MAY
## 164401 Ramesh Nagaraju Jacob George   9247182      02113052       MAY
## 164402 Ramesh Nagaraju Jacob George   9247182      02113052       MAY
## 164403 Ramesh Nagaraju Jacob George   9247182      02113052       MAY
## 164404 Ramesh Nagaraju Jacob George   9247182      02113052       MAY
## 164405 Ramesh Nagaraju Jacob George   9247182      02113052       MAY
## 164406 Ramesh Nagaraju Jacob George   9247182      02113052       MAY
## 164407 Ramesh Nagaraju Jacob George   9247182      02113052       MAY
## 164408 Ramesh Nagaraju Jacob George   9247182      02113052       MAY
## 164409 Ramesh Nagaraju Jacob George   9247182      02113052       MAY
## 164410 Ramesh Nagaraju Jacob George   9247182      02113052       MAY
## 164411 Ramesh Nagaraju Jacob George   9247182      02113052       MAY
## 164412 Ramesh Nagaraju Jacob George   9247182      02113052       MAY
## 164413 Ramesh Nagaraju Jacob George   9247182      02113052       MAY
## 164414 Ramesh Nagaraju Jacob George   9247182      02113052       MAY
## 164415 Ramesh Nagaraju Jacob George   9247182      02113052       MAY
## 164416 Ramesh Nagaraju Jacob George   9247182      02113052       MAY
## 164417 Ramesh Nagaraju Jacob George   9247182      02113052       MAY
## 164418 Ramesh Nagaraju Jacob George   9247182      02113052       MAY
## 164419 Ramesh Nagaraju Jacob George   9247182      02113052       MAY
## 164420 Ramesh Nagaraju Jacob George   9247182      02113052       MAY
## 164421 Ramesh Nagaraju Jacob George   9247182      02113052       MAY
## 164422 Ramesh Nagaraju Jacob George   9247182      02113052       MAY
## 164423 Ramesh Nagaraju Jacob George   9247182      02113052       MAY
## 164424 Ramesh Nagaraju Jacob George   9247182      02113052       MAY
## 164425 Ramesh Nagaraju Jacob George   9247182      02113052       MAY
## 164426 Ramesh Nagaraju Jacob George   9247182      02113052       MAY
## 164427 Ramesh Nagaraju Jacob George   9247182      02113052       MAY
## 164428 Ramesh Nagaraju Jacob George   9247182      02113052       MAY
## 164429 Ramesh Nagaraju Jacob George   9247182      02113052       MAY
## 164430 Ramesh Nagaraju Jacob George   9247182      02113052       MAY
## 164431 Ramesh Nagaraju Jacob George   9247182      02113052       MAY
## 164432 Ramesh Nagaraju Jacob George   9247182      02113052       MAY
## 164433 Ramesh Nagaraju Jacob George   9247182      02113052       MAY
## 164434 Ramesh Nagaraju Jacob George   9247182      02113052       MAY
## 164435 Ramesh Nagaraju Jacob George   9247182      02113052       MAY
## 164436 Ramesh Nagaraju Jacob George   9247182      02113052       MAY
## 164437 Ramesh Nagaraju Jacob George   9247182      02113052       MAY
## 164438 Ramesh Nagaraju Jacob George   9247182      02113052       MAY
## 164439 Ramesh Nagaraju Jacob George   9247182      02113052       MAY
## 164440 Ramesh Nagaraju Jacob George   9247182      02113052       MAY
## 164441 Ramesh Nagaraju Jacob George   9247182      02113052       MAY
## 164442 Ramesh Nagaraju Jacob George   9247182      02113052       MAY
## 164443 Ramesh Nagaraju Jacob George   9247182      02113052       MAY
## 164444 Ramesh Nagaraju Jacob George   9247182      02113052       MAY
## 164445 Ramesh Nagaraju Jacob George   9247182      02113052       MAY
## 164446 Ramesh Nagaraju Jacob George   9247182      02113052       MAY
## 164447 Ramesh Nagaraju Jacob George   9247182      02113052       MAY
## 164448 Ramesh Nagaraju Jacob George   9247182      02113052       MAY
## 164449 Ramesh Nagaraju Jacob George   9247182      02113052       MAY
## 164450 Ramesh Nagaraju Jacob George   9247182      02113052       MAY
## 164451 Ramesh Nagaraju Jacob George   9247182      02113052       MAY
## 164452 Ramesh Nagaraju Jacob George   9247182      02113052       MAY
## 164453 Ramesh Nagaraju Jacob George   9247182      02113052       MAY
## 164454 Ramesh Nagaraju Jacob George   9247182      02113052       MAY
## 164455 Ramesh Nagaraju Jacob George   9247182      02113052       MAY
## 164456 Ramesh Nagaraju Jacob George   9247182      02113052       MAY
## 164457 Ramesh Nagaraju Jacob George   9247182      02113052       MAY
## 164458 Ramesh Nagaraju Jacob George   9247182      02113052       MAY
## 164459 Ramesh Nagaraju Jacob George   9247182      02113052       MAY
## 164460 Ramesh Nagaraju Jacob George   9247182      02113052       MAY
## 164461 Ramesh Nagaraju Jacob George   9247182      02113052       MAY
## 164462 Ramesh Nagaraju Jacob George   9247182      02113052       MAY
## 164463 Ramesh Nagaraju Jacob George   9247182      02113052       MAY
## 164464 Ramesh Nagaraju Jacob George   9247182      02113052       MAY
## 164465 Ramesh Nagaraju Jacob George   9247182      02113052       MAY
## 164466 Ramesh Nagaraju Jacob George   9247182      02113052       MAY
## 164467 Ramesh Nagaraju Jacob George   9247182      02113052       MAY
## 164468 Ramesh Nagaraju Jacob George   9247182      02113052       MAY
## 164469 Ramesh Nagaraju Jacob George   9247182      02113052       MAY
## 164470 Ramesh Nagaraju Jacob George   9247182      02113052       MAY
## 164471 Ramesh Nagaraju Jacob George   9247182      02113052       MAY
## 164472 Ramesh Nagaraju Jacob George   9247182      02113052       MAY
## 164473 Ramesh Nagaraju Jacob George   9247182      02113052       MAY
## 164474 Ramesh Nagaraju Jacob George   9247182      02113052       MAY
## 164475 Ramesh Nagaraju Jacob George   9247182      02113052       MAY
## 164476 Ramesh Nagaraju Jacob George   9247182      02113052       MAY
## 164477 Ramesh Nagaraju Jacob George   9247182      02113052       MAY
## 164478 Ramesh Nagaraju Jacob George   9247182      02113052       MAY
## 164479 Ramesh Nagaraju Jacob George   9247182      02113052       MAY
## 164480 Ramesh Nagaraju Jacob George   9247182      02113052       MAY
## 164481 Ramesh Nagaraju Jacob George   9247182      02113052       MAY
## 164482 Ramesh Nagaraju Jacob George   9247182      02113052       MAY
## 164483 Ramesh Nagaraju Jacob George   9247182      02113052       MAY
## 164484 Ramesh Nagaraju Jacob George   9247182      02113052       MAY
## 164485 Ramesh Nagaraju Jacob George   9247182      02113052       MAY
## 164486 Ramesh Nagaraju Jacob George   9247182      02113052       MAY
## 164487 Ramesh Nagaraju Jacob George   9247182      02113052       MAY
## 164488 Ramesh Nagaraju Jacob George   9247182      02113052       MAY
## 164489 Ramesh Nagaraju Jacob George   9247182      02113052       MAY
## 164490 Ramesh Nagaraju Jacob George   9247182      02113052       MAY
## 164491 Ramesh Nagaraju Jacob George   9247182      02113052       MAY
## 164492 Ramesh Nagaraju Jacob George   9247182      02113052       MAY
## 164493 Ramesh Nagaraju Jacob George   9247182      02113052       MAY
## 164494 Ramesh Nagaraju Jacob George   9247182      02113052       MAY
## 164495 Ramesh Nagaraju Jacob George   9247182      02113052       MAY
## 164496 Ramesh Nagaraju Jacob George   9247182      02113052       MAY
## 164497 Ramesh Nagaraju Jacob George   9247182      02113052       MAY
## 164498 Ramesh Nagaraju Jacob George   9247182      02113052       MAY
## 164499 Ramesh Nagaraju Jacob George   9247182      02113052       MAY
## 164500 Ramesh Nagaraju Jacob George   9247182      02113052       MAY
## 164501 Ramesh Nagaraju Jacob George   9247182      02113052       MAY
## 164502 Ramesh Nagaraju Jacob George   9247182      02113052       MAY
## 164503 Ramesh Nagaraju Jacob George   9247182      02113052       MAY
## 164504 Ramesh Nagaraju Jacob George   9247182      02113052       MAY
## 164505 Ramesh Nagaraju Jacob George   9247182      02113052       MAY
## 164506 Ramesh Nagaraju Jacob George   9247182      02113052       MAY
## 164507 Ramesh Nagaraju Jacob George   9247182      02113052       MAY
## 164508 Ramesh Nagaraju Jacob George   9247182      02113052       MAY
## 164509 Ramesh Nagaraju Jacob George   9247182      02113052       MAY
## 164510 Ramesh Nagaraju Jacob George   9247182      02113052       MAY
## 164511 Ramesh Nagaraju Jacob George   9247182      02113052       MAY
## 164512 Ramesh Nagaraju Jacob George   9247182      02113052       MAY
## 164513 Ramesh Nagaraju Jacob George   9247182      02113052       MAY
## 164514 Ramesh Nagaraju Jacob George   9247182      02113052       MAY
## 164515 Ramesh Nagaraju Jacob George   9247182      02113052       MAY
## 164516 Ramesh Nagaraju Jacob George   9247182      02113052       MAY
## 164517 Ramesh Nagaraju Jacob George   9247182      02113052       MAY
## 164518 Ramesh Nagaraju Jacob George   9247182      02113052       MAY
## 164519 Ramesh Nagaraju Jacob George   9247182      02113052       MAY
## 164520 Ramesh Nagaraju Jacob George   9247182      02113052       MAY
## 164521 Ramesh Nagaraju Jacob George   9247182      02113052       MAY
## 164522 Ramesh Nagaraju Jacob George   9247182      02113052       MAY
## 164523 Ramesh Nagaraju Jacob George   9247182      02113052       MAY
## 164524 Ramesh Nagaraju Jacob George   9247182      02113052       MAY
## 164525 Ramesh Nagaraju Jacob George   9247182      02113052       MAY
## 164526 Ramesh Nagaraju Jacob George   9247182      02113052       MAY
## 164527 Ramesh Nagaraju Jacob George   9247182      02113052       MAY
## 164528 Ramesh Nagaraju Jacob George   9247182      02113052       MAY
## 164529 Ramesh Nagaraju Jacob George   9247182      02113052       MAY
## 164530 Ramesh Nagaraju Jacob George   9247182      02113052       MAY
## 164531 Ramesh Nagaraju Jacob George   9247182      02113052       MAY
## 164532 Ramesh Nagaraju Jacob George   9247182      02113052       MAY
## 164533 Ramesh Nagaraju Jacob George   9247182      02113052       MAY
## 164534 Ramesh Nagaraju Jacob George   9247182      02113052       MAY
## 164535 Ramesh Nagaraju Jacob George   9247182      02113052       MAY
## 164536 Ramesh Nagaraju Jacob George   9247182      02113052       MAY
## 164537 Ramesh Nagaraju Jacob George   9247182      02113052       MAY
## 164538 Ramesh Nagaraju Jacob George   9247182      02113052       MAY
## 164539 Ramesh Nagaraju Jacob George   9247182      02113052       MAY
## 164540 Ramesh Nagaraju Jacob George   9247182      02113052       MAY
## 164541 Ramesh Nagaraju Jacob George   9247182      02113052       MAY
## 164542 Ramesh Nagaraju Jacob George   9247182      02113052       MAY
## 164543 Ramesh Nagaraju Jacob George   9247182      02113052       MAY
## 164544 Ramesh Nagaraju Jacob George   9247182      02113052       MAY
## 164545 Ramesh Nagaraju Jacob George   9247182      02113052       MAY
## 164546 Ramesh Nagaraju Jacob George   9247182      02113052       MAY
## 164547 Ramesh Nagaraju Jacob George   9247182      02113052       MAY
## 164548 Ramesh Nagaraju Jacob George   9247182      02113052       MAY
## 164549 Ramesh Nagaraju Jacob George   9247182      02113052       MAY
## 164550 Ramesh Nagaraju Jacob George   9247182      02113052       MAY
## 164551 Ramesh Nagaraju Jacob George   9247182      02113052       MAY
## 164552 Ramesh Nagaraju Jacob George   9247182      02113052       MAY
## 164553 Ramesh Nagaraju Jacob George   9247182      02113052       MAY
## 164554 Ramesh Nagaraju Jacob George   9247182      02113052       MAY
## 164555 Ramesh Nagaraju Jacob George   9247182      02113052       MAY
## 164556 Ramesh Nagaraju Jacob George   9247182      02113052       MAY
## 164557 Ramesh Nagaraju Jacob George   9247182      02113052       MAY
## 164558 Ramesh Nagaraju Jacob George   9247182      02113052       MAY
## 164559 Ramesh Nagaraju Jacob George   9247182      02113052       MAY
## 164560 Ramesh Nagaraju Jacob George   9247182      02113052       MAY
## 164561 Ramesh Nagaraju Jacob George   9247182      02113052       MAY
## 164562 Ramesh Nagaraju Jacob George   9247182      02113052       MAY
## 164563 Ramesh Nagaraju Jacob George   9247182      02113052       MAY
## 164564 Ramesh Nagaraju Jacob George   9247182      02113052       MAY
## 164565 Ramesh Nagaraju Jacob George   9247182      02113052       MAY
## 164566 Ramesh Nagaraju Jacob George   9247182      02113052       MAY
## 164567 Ramesh Nagaraju Jacob George   9247182      02113052       MAY
## 164568 Ramesh Nagaraju Jacob George   9247182      02113052       MAY
## 164569 Ramesh Nagaraju Jacob George   9247182      02113052       MAY
## 164570 Ramesh Nagaraju Jacob George   9247182      02113052       MAY
## 164571 Ramesh Nagaraju Jacob George   9247182      02113052       MAY
## 164572 Ramesh Nagaraju Jacob George   9247182      02113052       MAY
## 164573 Ramesh Nagaraju Jacob George   9247182      02113052       MAY
## 164574 Ramesh Nagaraju Jacob George   9247182      02113052       MAY
## 164575 Ramesh Nagaraju Jacob George   9247182      02113052       MAY
## 164576 Ramesh Nagaraju Jacob George   9247182      02113052       MAY
## 164577 Ramesh Nagaraju Jacob George   9247182      02113052       MAY
## 164578 Ramesh Nagaraju Jacob George   9247182      02113052       MAY
## 164579 Ramesh Nagaraju Jacob George   9247182      02113052       MAY
## 164580 Ramesh Nagaraju Jacob George   9247182      02113052       MAY
## 164581 Ramesh Nagaraju Jacob George   9247182      02113052       MAY
## 164582 Ramesh Nagaraju Jacob George   9247182      02113052       MAY
## 164583 Ramesh Nagaraju Jacob George   9247182      02113052       MAY
## 164584 Ramesh Nagaraju Jacob George   9247182      02113052       MAY
## 164585 Ramesh Nagaraju Jacob George   9247182      02113052       MAY
## 164586 Ramesh Nagaraju Jacob George   9247182      02113052       MAY
## 164587 Ramesh Nagaraju Jacob George   9247182      02113052       MAY
## 164588 Ramesh Nagaraju Jacob George   9247182      02113052       MAY
## 164589 Ramesh Nagaraju Jacob George   9247182      02113052       MAY
## 164590 Ramesh Nagaraju Jacob George   9247182      02113052       MAY
## 164591 Ramesh Nagaraju Jacob George   9247182      02113052       MAY
## 164592 Ramesh Nagaraju Jacob George   9247182      02113052       MAY
## 164593 Ramesh Nagaraju Jacob George   9247182      02113052       MAY
## 164594 Ramesh Nagaraju Jacob George   9247182      02113052       MAY
## 164595 Ramesh Nagaraju Jacob George   9247182      02113052       MAY
## 164596 Ramesh Nagaraju Jacob George   9247182      02113052       MAY
## 164597 Ramesh Nagaraju Jacob George   9247182      02113052       MAY
## 164598 Ramesh Nagaraju Jacob George   9247182      02113052       MAY
## 164599 Ramesh Nagaraju Jacob George   9247182      02113052       MAY
## 164600 Ramesh Nagaraju Jacob George   9247182      02113052       MAY
## 164601 Ramesh Nagaraju Jacob George   9247182      02113052       MAY
## 164602 Ramesh Nagaraju Jacob George   9247182      02113052       MAY
## 164603 Ramesh Nagaraju Jacob George   9247182      02113052       MAY
## 164604 Ramesh Nagaraju Jacob George   9247182      02113052       MAY
## 164605 Ramesh Nagaraju Jacob George   9247182      02113052       MAY
## 164606 Ramesh Nagaraju Jacob George   9247182      02113052       MAY
## 164607 Ramesh Nagaraju Jacob George   9247182      02113052       MAY
## 164608 Ramesh Nagaraju Jacob George   9247182      02113052       MAY
## 164609 Ramesh Nagaraju Jacob George   9247182      02113052       MAY
## 164610 Ramesh Nagaraju Jacob George   9247182      02113052       MAY
## 164611 Ramesh Nagaraju Jacob George   9247182      02113052       MAY
## 164612 Ramesh Nagaraju Jacob George   9247182      02113052       MAY
## 164613 Ramesh Nagaraju Jacob George   9247182      02113052       MAY
## 164614 Ramesh Nagaraju Jacob George   9247182      02113052       MAY
## 164615 Ramesh Nagaraju Jacob George   9247182      02113052       MAY
## 164616 Ramesh Nagaraju Jacob George   9247182      02113052       MAY
## 164617 Ramesh Nagaraju Jacob George   9247182      02113052       MAY
## 164618 Ramesh Nagaraju Jacob George   9247182      02113052       MAY
## 164619 Ramesh Nagaraju Jacob George   9247182      02113052       MAY
## 164620 Ramesh Nagaraju Jacob George   9247182      02113052       MAY
## 164621 Ramesh Nagaraju Jacob George   9247182      02113052       MAY
## 164622 Ramesh Nagaraju Jacob George   9247182      02113052       MAY
## 164623 Ramesh Nagaraju Jacob George   9247182      02113052       MAY
## 164624 Ramesh Nagaraju Jacob George   9247182      02113052       MAY
## 164625 Ramesh Nagaraju Jacob George   9247182      02113052       MAY
## 164626 Ramesh Nagaraju Jacob George   9247182      02113052       MAY
## 164627 Ramesh Nagaraju Jacob George   9247182      02113052       MAY
## 164628 Ramesh Nagaraju Jacob George   9247182      02113052       MAY
## 164629 Ramesh Nagaraju Jacob George   9247182      02113052       MAY
## 164630 Ramesh Nagaraju Jacob George   9247182      02113052       MAY
## 164631 Ramesh Nagaraju Jacob George   9247182      02113052       MAY
## 164632 Ramesh Nagaraju Jacob George   9247182      02113052       MAY
## 164633 Ramesh Nagaraju Jacob George   9247182      02113052       MAY
## 164634 Ramesh Nagaraju Jacob George   9247182      02113052       MAY
## 164635 Ramesh Nagaraju Jacob George   9247182      02113052       MAY
## 164636 Ramesh Nagaraju Jacob George   9247182      02113052       MAY
## 164637 Ramesh Nagaraju Jacob George   9247182      02113052       MAY
## 164638 Ramesh Nagaraju Jacob George   9247182      02113052       MAY
## 164639 Ramesh Nagaraju Jacob George   9247182      02113052       MAY
## 164640 Ramesh Nagaraju Jacob George   9247182      02113052       MAY
## 164641 Ramesh Nagaraju Jacob George   9247182      02113052       MAY
## 164642 Ramesh Nagaraju Jacob George   9247182      02113052       MAY
## 164643 Ramesh Nagaraju Jacob George   9247182      02113052       MAY
## 164644 Ramesh Nagaraju Jacob George   9247182      02113052       MAY
## 164645 Ramesh Nagaraju Jacob George   9247182      02113052       MAY
## 164646 Ramesh Nagaraju Jacob George   9247182      02113052       MAY
## 164647 Ramesh Nagaraju Jacob George   9247182      02113052       MAY
## 164648 Ramesh Nagaraju Jacob George   9247182      02113052       MAY
## 164649 Ramesh Nagaraju Jacob George   9247182      02113052       MAY
## 164650 Ramesh Nagaraju Jacob George   9247182      02113052       MAY
## 164651 Ramesh Nagaraju Jacob George   9247182      02113052       MAY
## 164652 Ramesh Nagaraju Jacob George   9247182      02113052       MAY
## 164653 Ramesh Nagaraju Jacob George   9247182      02113052       MAY
## 164654 Ramesh Nagaraju Jacob George   9247182      02113052       MAY
## 164655 Ramesh Nagaraju Jacob George   9247182      02113052       MAY
## 164656 Ramesh Nagaraju Jacob George   9247182      02113052       MAY
## 164657 Ramesh Nagaraju Jacob George   9247182      02113052       MAY
## 164658 Ramesh Nagaraju Jacob George   9247182      02113052       MAY
## 164659 Ramesh Nagaraju Jacob George   9247182      02113052       MAY
## 164660 Ramesh Nagaraju Jacob George   9247182      02113052       MAY
## 164661 Ramesh Nagaraju Jacob George   9247182      02113052       MAY
## 164662 Ramesh Nagaraju Jacob George   9247182      02113052       MAY
## 164663 Ramesh Nagaraju Jacob George   9247182      02113052       MAY
## 164664 Ramesh Nagaraju Jacob George   9247182      02113052       MAY
## 164665 Ramesh Nagaraju Jacob George   9247182      02113052       MAY
## 164666 Ramesh Nagaraju Jacob George   9247182      02113052       MAY
## 164667 Ramesh Nagaraju Jacob George   9247182      02113052       MAY
## 164668 Ramesh Nagaraju Jacob George   9247182      02113052       MAY
## 164669 Ramesh Nagaraju Jacob George   9247182      02113052       MAY
## 164670 Ramesh Nagaraju Jacob George   9247182      02113052       MAY
## 164671 Ramesh Nagaraju Jacob George   9247182      02113052       MAY
## 164672 Ramesh Nagaraju Jacob George   9247182      02113052       MAY
## 164673 Ramesh Nagaraju Jacob George   9247182      02113052       MAY
## 164674 Ramesh Nagaraju Jacob George   9247182      02113052       MAY
## 164675 Ramesh Nagaraju Jacob George   9247182      02113052       MAY
## 164676 Ramesh Nagaraju Jacob George   9247182      02113052       MAY
## 164677 Ramesh Nagaraju Jacob George   9247182      02113052       MAY
## 164678 Ramesh Nagaraju Jacob George   9247182      02113052       MAY
## 164679 Ramesh Nagaraju Jacob George   9247182      02113052       MAY
## 164680 Ramesh Nagaraju Jacob George   9247182      02113052       MAY
## 164681 Ramesh Nagaraju Jacob George   9247182      02113052       MAY
## 164682 Ramesh Nagaraju Jacob George   9247182      02113052       MAY
## 164683 Ramesh Nagaraju Jacob George   9247182      02113052       MAY
## 164684 Ramesh Nagaraju Jacob George   9247182      02113052       MAY
## 164685 Ramesh Nagaraju Jacob George   9247182      02113052       MAY
## 164686 Ramesh Nagaraju Jacob George   9247182      02113052       MAY
## 164687 Ramesh Nagaraju Jacob George   9247182      02113052       MAY
## 164688 Ramesh Nagaraju Jacob George   9247182      02113052       MAY
## 164689 Ramesh Nagaraju Jacob George   9247182      02113052       MAY
## 164690 Ramesh Nagaraju Jacob George   9247182      02113052       MAY
## 164691 Ramesh Nagaraju Jacob George   9247182      02113052       MAY
## 164692 Ramesh Nagaraju Jacob George   9247182      02113052       MAY
## 164693 Ramesh Nagaraju Jacob George   9247182      02113052       MAY
## 164694 Ramesh Nagaraju Jacob George   9247182      02113052       MAY
## 164695 Ramesh Nagaraju Jacob George   9247182      02113052       MAY
## 164696 Ramesh Nagaraju Jacob George   9247182      02113052       MAY
## 164697 Ramesh Nagaraju Jacob George   9247182      02113052       MAY
## 164698 Ramesh Nagaraju Jacob George   9247182      02113052       MAY
## 164699 Ramesh Nagaraju Jacob George   9247182      02113052       MAY
## 164700 Ramesh Nagaraju Jacob George   9247182      02113052       MAY
## 164701 Ramesh Nagaraju Jacob George   9247182      02113052       MAY
## 164702 Ramesh Nagaraju Jacob George   9247182      02113052       MAY
## 164703 Ramesh Nagaraju Jacob George   9247182      02113052       MAY
## 164704 Ramesh Nagaraju Jacob George   9247182      02113052       MAY
## 164705 Ramesh Nagaraju Jacob George   9247182      02113052       MAY
## 164706 Ramesh Nagaraju Jacob George   9247182      02113052       MAY
## 164707 Ramesh Nagaraju Jacob George   9247182      02113052       MAY
## 164708 Ramesh Nagaraju Jacob George   9247182      02113052       MAY
## 164709 Ramesh Nagaraju Jacob George   9247182      02113052       MAY
## 164710 Ramesh Nagaraju Jacob George   9247182      02113052       MAY
## 164711 Ramesh Nagaraju Jacob George   9247182      02113052       MAY
## 164712 Ramesh Nagaraju Jacob George   9247182      02113052       MAY
## 164713 Ramesh Nagaraju Jacob George   9247182      02113052       MAY
## 164714 Ramesh Nagaraju Jacob George   9247182      02113052       MAY
## 164715 Ramesh Nagaraju Jacob George   9247182      02113052       MAY
## 164716 Ramesh Nagaraju Jacob George   9247182      02113052       MAY
## 164717 Ramesh Nagaraju Jacob George   9247182      02113052       MAY
## 164718 Ramesh Nagaraju Jacob George   9247182      02113052       MAY
## 164719 Ramesh Nagaraju Jacob George   9247182      02113052       MAY
## 164720 Ramesh Nagaraju Jacob George   9247182      02113052       MAY
## 164721 Ramesh Nagaraju Jacob George   9247182      02113052       MAY
## 164722 Ramesh Nagaraju Jacob George   9247182      02113052       MAY
## 164723 Ramesh Nagaraju Jacob George   9247182      02113052       MAY
## 164724 Ramesh Nagaraju Jacob George   9247182      02113052       MAY
## 164725 Ramesh Nagaraju Jacob George   9247182      02113052       MAY
## 164726 Ramesh Nagaraju Jacob George   9247182      02113052       MAY
## 164727 Ramesh Nagaraju Jacob George   9247182      02113052       MAY
## 164728 Ramesh Nagaraju Jacob George   9247182      02113052       MAY
## 164729 Ramesh Nagaraju Jacob George   9247182      02113052       MAY
## 164730 Ramesh Nagaraju Jacob George   9247182      02113052       MAY
## 164731 Ramesh Nagaraju Jacob George   9247182      02113052       MAY
## 164732 Ramesh Nagaraju Jacob George   9247182      02113052       MAY
## 164733 Ramesh Nagaraju Jacob George   9247182      02113052       MAY
## 164734 Ramesh Nagaraju Jacob George   9247182      02113052       MAY
## 164735 Ramesh Nagaraju Jacob George   9247182      02113052       MAY
## 164736 Ramesh Nagaraju Jacob George   9247182      02113052       MAY
## 164737 Ramesh Nagaraju Jacob George   9247182      02113052       MAY
## 164738 Ramesh Nagaraju Jacob George   9247182      02113052       MAY
## 164739 Ramesh Nagaraju Jacob George   9247182      02113052       MAY
## 164740 Ramesh Nagaraju Jacob George   9247182      02113052       MAY
## 164741 Ramesh Nagaraju Jacob George   9247182      02113052       MAY
## 164742 Ramesh Nagaraju Jacob George   9247182      02113052       MAY
## 164743 Ramesh Nagaraju Jacob George   9247182      02113052       MAY
## 164744 Ramesh Nagaraju Jacob George   9247182      02113052       MAY
## 164745 Ramesh Nagaraju Jacob George   9247182      02113052       MAY
## 164746 Ramesh Nagaraju Jacob George   9247182      02113052       MAY
## 164747 Ramesh Nagaraju Jacob George   9247182      02113052       MAY
## 164748 Ramesh Nagaraju Jacob George   9247182      02113052       MAY
## 164749 Ramesh Nagaraju Jacob George   9247182      02113052       MAY
## 164750 Ramesh Nagaraju Jacob George   9247182      02113052       MAY
## 164751 Ramesh Nagaraju Jacob George   9247182      02113052       MAY
## 164752 Ramesh Nagaraju Jacob George   9247182      02113052       MAY
## 164753 Ramesh Nagaraju Jacob George   9247182      02113052       MAY
## 164754 Ramesh Nagaraju Jacob George   9247182      02113052       MAY
## 164755 Ramesh Nagaraju Jacob George   9247182      02113052       MAY
## 164756 Ramesh Nagaraju Jacob George   9247182      02113052       MAY
## 164757 Ramesh Nagaraju Jacob George   9247182      02113052       MAY
## 164758 Ramesh Nagaraju Jacob George   9247182      02113052       MAY
## 164759 Ramesh Nagaraju Jacob George   9247182      02113052       MAY
## 164760 Ramesh Nagaraju Jacob George   9247182      02113052       MAY
## 164761 Ramesh Nagaraju Jacob George   9247182      02113052       MAY
## 164762 Ramesh Nagaraju Jacob George   9247182      02113052       MAY
## 164763 Ramesh Nagaraju Jacob George   9247182      02113052       MAY
## 164764 Ramesh Nagaraju Jacob George   9247182      02113052       MAY
## 164765 Ramesh Nagaraju Jacob George   9247182      02113052       MAY
## 164766 Ramesh Nagaraju Jacob George   9247182      02113052       MAY
## 164767 Ramesh Nagaraju Jacob George   9247182      02113052       MAY
## 164768 Ramesh Nagaraju Jacob George   9247182      02113052       MAY
## 164769 Ramesh Nagaraju Jacob George   9247182      02113052       MAY
## 164770 Ramesh Nagaraju Jacob George   9247182      02113052       MAY
## 164771 Ramesh Nagaraju Jacob George   9247182      02113052       MAY
## 164772 Ramesh Nagaraju Jacob George   9247182      02113052       MAY
## 164773 Ramesh Nagaraju Jacob George   9247182      02113052       MAY
## 164774 Ramesh Nagaraju Jacob George   9247182      02113052       MAY
## 164775 Ramesh Nagaraju Jacob George   9247182      02113052       MAY
## 164776 Ramesh Nagaraju Jacob George   9247182      02113052       MAY
## 164777 Ramesh Nagaraju Jacob George   9247182      02113052       MAY
## 164778 Ramesh Nagaraju Jacob George   9247182      02113052       MAY
## 164779 Ramesh Nagaraju Jacob George   9247182      02113052       MAY
## 164780 Ramesh Nagaraju Jacob George   9247182      02113052       MAY
## 164781 Ramesh Nagaraju Jacob George   9247182      02113052       MAY
## 164782 Ramesh Nagaraju Jacob George   9247182      02113052       MAY
## 164783 Ramesh Nagaraju Jacob George   9247182      02113052       MAY
## 164784 Ramesh Nagaraju Jacob George   9247182      02113052       MAY
## 164785 Ramesh Nagaraju Jacob George   9247182      02113052       MAY
## 164786 Ramesh Nagaraju Jacob George   9247182      02113052       MAY
## 164787 Ramesh Nagaraju Jacob George   9247182      02113052       MAY
## 164788 Ramesh Nagaraju Jacob George   9247182      02113052       MAY
## 164789 Ramesh Nagaraju Jacob George   9247182      02113052       MAY
## 164790 Ramesh Nagaraju Jacob George   9247182      02113052       MAY
## 164791 Ramesh Nagaraju Jacob George   9247182      02113052       MAY
## 164792 Ramesh Nagaraju Jacob George   9247182      02113052       MAY
## 164793 Ramesh Nagaraju Jacob George   9247182      02113052       MAY
## 164794 Ramesh Nagaraju Jacob George   9247182      02113052       MAY
## 164795 Ramesh Nagaraju Jacob George   9247182      02113052       MAY
## 164796 Ramesh Nagaraju Jacob George   9247182      02113052       MAY
## 164797 Ramesh Nagaraju Jacob George   9247182      02113052       MAY
## 164798 Ramesh Nagaraju Jacob George   9247182      02113052       MAY
## 164799 Ramesh Nagaraju Jacob George   9247182      02113052       MAY
## 164800 Ramesh Nagaraju Jacob George   9247182      02113052       MAY
## 164801 Ramesh Nagaraju Jacob George   9247182      02113052       MAY
## 164802 Ramesh Nagaraju Jacob George   9247182      02113052       MAY
## 164803 Ramesh Nagaraju Jacob George   9247182      02113052       MAY
## 164804 Ramesh Nagaraju Jacob George   9247182      02113052       MAY
## 164805 Ramesh Nagaraju Jacob George   9247182      02113052       MAY
## 164806 Ramesh Nagaraju Jacob George   9247182      02113052       MAY
## 164807 Ramesh Nagaraju Jacob George   9247182      02113052       MAY
## 164808 Ramesh Nagaraju Jacob George   9247182      02113052       MAY
## 164809 Ramesh Nagaraju Jacob George   9247182      02113052       MAY
## 164810 Ramesh Nagaraju Jacob George   9247182      02113052       MAY
## 164811 Ramesh Nagaraju Jacob George   9247182      02113052       MAY
## 164812 Ramesh Nagaraju Jacob George   9247182      02113052       MAY
## 164813 Ramesh Nagaraju Jacob George   9247182      02113052       MAY
## 164814 Ramesh Nagaraju Jacob George   9247182      02113052       MAY
## 164815 Ramesh Nagaraju Jacob George   9247182      02113052       MAY
## 164816 Ramesh Nagaraju Jacob George   9247182      02113052       MAY
## 164817 Ramesh Nagaraju Jacob George   9247182      02113052       MAY
## 164818 Ramesh Nagaraju Jacob George   9247182      02113052       MAY
## 164819 Ramesh Nagaraju Jacob George   9247182      02113052       MAY
## 164820 Ramesh Nagaraju Jacob George   9247182      02113052       MAY
## 164821 Ramesh Nagaraju Jacob George   9247182      02113052       MAY
## 164822 Ramesh Nagaraju Jacob George   9247182      02113052       MAY
## 164823 Ramesh Nagaraju Jacob George   9247182      02113052       MAY
## 164824 Ramesh Nagaraju Jacob George   9247182      02113052       MAY
## 164825 Ramesh Nagaraju Jacob George   9247182      02113052       MAY
## 164826 Ramesh Nagaraju Jacob George   9247182      02113052       MAY
## 164827 Ramesh Nagaraju Jacob George   9247182      02113052       MAY
## 164828 Ramesh Nagaraju Jacob George   9247182      02113052       MAY
## 164829 Ramesh Nagaraju Jacob George   9247182      02113052       MAY
## 164830 Ramesh Nagaraju Jacob George   9247182      02113052       MAY
## 164831 Ramesh Nagaraju Jacob George   9247182      02113052       MAY
## 164832 Ramesh Nagaraju Jacob George   9247182      02113052       MAY
## 164833 Ramesh Nagaraju Jacob George   9247182      02113052       MAY
## 164834 Ramesh Nagaraju Jacob George   9247182      02113052       MAY
## 164835 Ramesh Nagaraju Jacob George   9247182      02113052       MAY
## 164836 Ramesh Nagaraju Jacob George   9247182      02113052       MAY
## 164837 Ramesh Nagaraju Jacob George   9247182      02113052       MAY
## 164838 Ramesh Nagaraju Jacob George   9247182      02113052       MAY
## 164839 Ramesh Nagaraju Jacob George   9247182      02113052       MAY
## 164840 Ramesh Nagaraju Jacob George   9247182      02113052       MAY
## 164841 Ramesh Nagaraju Jacob George   9247182      02113052       MAY
## 164842 Ramesh Nagaraju Jacob George   9247182      02113052       MAY
## 164843 Ramesh Nagaraju Jacob George   9247182      02113052       MAY
## 164844 Ramesh Nagaraju Jacob George   9247182      02113052       MAY
## 164845 Ramesh Nagaraju Jacob George   9247182      02113052       MAY
## 164846 Ramesh Nagaraju Jacob George   9247182      02113052       MAY
## 164847 Ramesh Nagaraju Jacob George   9247182      02113052       MAY
## 164848 Ramesh Nagaraju Jacob George   9247182      02113052       MAY
## 164849 Ramesh Nagaraju Jacob George   9247182      02113052       MAY
## 164850 Ramesh Nagaraju Jacob George   9247182      02113052       MAY
## 164851 Ramesh Nagaraju Jacob George   9247182      02113052       MAY
## 164852 Ramesh Nagaraju Jacob George   9247182      02113052       MAY
## 164853 Ramesh Nagaraju Jacob George   9247182      02113052       MAY
## 164854 Ramesh Nagaraju Jacob George   9247182      02113052       MAY
## 164855 Ramesh Nagaraju Jacob George   9247182      02113052       MAY
## 164856 Ramesh Nagaraju Jacob George   9247182      02113052       MAY
## 164857 Ramesh Nagaraju Jacob George   9247182      02113052       MAY
## 164858 Ramesh Nagaraju Jacob George   9247182      02113052       MAY
## 164859 Ramesh Nagaraju Jacob George   9247182      02113052       MAY
## 164860 Ramesh Nagaraju Jacob George   9247182      02113052       MAY
## 164861 Ramesh Nagaraju Jacob George   9247182      02113052       MAY
## 164862 Ramesh Nagaraju Jacob George   9247182      02113052       MAY
## 164863 Ramesh Nagaraju Jacob George   9247182      02113052       MAY
## 164864 Ramesh Nagaraju Jacob George   9247182      02113052       MAY
## 164865 Ramesh Nagaraju Jacob George   9247182      02113052       MAY
## 164866 Ramesh Nagaraju Jacob George   9247182      02113052       MAY
## 164867 Ramesh Nagaraju Jacob George   9247182      02113052       MAY
## 164868 Ramesh Nagaraju Jacob George   9247182      02113052       MAY
## 164869 Ramesh Nagaraju Jacob George   9247182      02113052       MAY
## 164870 Ramesh Nagaraju Jacob George   9247182      02113052       MAY
## 164871 Ramesh Nagaraju Jacob George   9247182      02113052       MAY
## 164872 Ramesh Nagaraju Jacob George   9247182      02113052       MAY
## 164873 Ramesh Nagaraju Jacob George   9247182      02113052       MAY
## 164874 Ramesh Nagaraju Jacob George   9247182      02113052       MAY
## 164875 Ramesh Nagaraju Jacob George   9247182      02113052       MAY
## 164876 Ramesh Nagaraju Jacob George   9247182      02113052       MAY
## 164877 Ramesh Nagaraju Jacob George   9247182      02113052       MAY
## 164878 Ramesh Nagaraju Jacob George   9247182      02113052       MAY
## 164879 Ramesh Nagaraju Jacob George   9247182      02113052       MAY
## 164880 Ramesh Nagaraju Jacob George   9247182      02113052       MAY
## 164881 Ramesh Nagaraju Jacob George   9247182      02113052       MAY
## 164882 Ramesh Nagaraju Jacob George   9247182      02113052       MAY
## 164883 Ramesh Nagaraju Jacob George   9247182      02113052       MAY
## 164884 Ramesh Nagaraju Jacob George   9247182      02113052       MAY
## 164885 Ramesh Nagaraju Jacob George   9247182      02113052       MAY
## 164886 Ramesh Nagaraju Jacob George   9247182      02113052       MAY
## 164887 Ramesh Nagaraju Jacob George   9247182      02113052       MAY
## 164888 Ramesh Nagaraju Jacob George   9247182      02113052       MAY
## 164889 Ramesh Nagaraju Jacob George   9247182      02113052       MAY
## 164890 Ramesh Nagaraju Jacob George   9247182      02113052       MAY
## 164891 Ramesh Nagaraju Jacob George   9247182      02113052       MAY
## 164892 Ramesh Nagaraju Jacob George   9247182      02113052       MAY
## 164893 Ramesh Nagaraju Jacob George   9247182      02113052       MAY
## 164894 Ramesh Nagaraju Jacob George   9247182      02113052       MAY
## 164895 Ramesh Nagaraju Jacob George   9247182      02113052       MAY
## 164896 Ramesh Nagaraju Jacob George   9247182      02113052       MAY
## 164897 Ramesh Nagaraju Jacob George   9247182      02113052       MAY
## 164898 Ramesh Nagaraju Jacob George   9247182      02113052       MAY
## 164899 Ramesh Nagaraju Jacob George   9247182      02113052       MAY
## 164900 Ramesh Nagaraju Jacob George   9247182      02113052       MAY
## 164901 Ramesh Nagaraju Jacob George   9247182      02113052       MAY
## 164902 Ramesh Nagaraju Jacob George   9247182      02113052       MAY
## 164903 Ramesh Nagaraju Jacob George   9247182      02113052       MAY
## 164904 Ramesh Nagaraju Jacob George   9247182      02113052       MAY
## 164905 Ramesh Nagaraju Jacob George   9247182      02113052       MAY
## 164906 Ramesh Nagaraju Jacob George   9247182      02113052       MAY
## 164907 Ramesh Nagaraju Jacob George   9247182      02113052       MAY
## 164908 Ramesh Nagaraju Jacob George   9247182      02113052       MAY
## 164909 Ramesh Nagaraju Jacob George   9247182      02113052       MAY
## 164910 Ramesh Nagaraju Jacob George   9247182      02113052       MAY
## 164911 Ramesh Nagaraju Jacob George   9247182      02113052       MAY
## 164912 Ramesh Nagaraju Jacob George   9247182      02113052       MAY
## 164913 Ramesh Nagaraju Jacob George   9247182      02113052       MAY
## 164914 Ramesh Nagaraju Jacob George   9247182      02113052       MAY
## 164915 Ramesh Nagaraju Jacob George   9247182      02113052       MAY
## 164916 Ramesh Nagaraju Jacob George   9247182      02113052       MAY
## 164917 Ramesh Nagaraju Jacob George   9247182      02113052       MAY
## 164918 Ramesh Nagaraju Jacob George   9247182      02113052       MAY
## 164919 Ramesh Nagaraju Jacob George   9247182      02113052       MAY
## 164920 Ramesh Nagaraju Jacob George   9247182      02113052       MAY
## 164921 Ramesh Nagaraju Jacob George   9247182      02113052       MAY
## 164922 Ramesh Nagaraju Jacob George   9247182      02113052       MAY
## 164923 Ramesh Nagaraju Jacob George   9247182      02113052       MAY
## 164924 Ramesh Nagaraju Jacob George   9247182      02113052       MAY
## 164925 Ramesh Nagaraju Jacob George   9247182      02113052       MAY
## 164926 Ramesh Nagaraju Jacob George   9247182      02113052       MAY
## 164927 Ramesh Nagaraju Jacob George   9247182      02113052       MAY
## 164928 Ramesh Nagaraju Jacob George   9247182      02113052       MAY
## 164929 Ramesh Nagaraju Jacob George   9247182      02113052       MAY
## 164930 Ramesh Nagaraju Jacob George   9247182      02113052       MAY
## 164931 Ramesh Nagaraju Jacob George   9247182      02113052       MAY
## 164932 Ramesh Nagaraju Jacob George   9247182      02113052       MAY
## 164933 Ramesh Nagaraju Jacob George   9247182      02113052       MAY
## 164934 Ramesh Nagaraju Jacob George   9247182      02113052       MAY
## 164935 Ramesh Nagaraju Jacob George   9247182      02113052       MAY
## 164936 Ramesh Nagaraju Jacob George   9247182      02113052       MAY
## 164937 Ramesh Nagaraju Jacob George   9247182      02113052       MAY
## 164938 Ramesh Nagaraju Jacob George   9247182      02113052       MAY
## 164939 Ramesh Nagaraju Jacob George   9247182      02113052       MAY
## 164940 Ramesh Nagaraju Jacob George   9247182      02113052       MAY
## 164941 Ramesh Nagaraju Jacob George   9247182      02113052       MAY
## 164942 Ramesh Nagaraju Jacob George   9247182      02113052       MAY
## 164943 Ramesh Nagaraju Jacob George   9247182      02113052       MAY
## 164944 Ramesh Nagaraju Jacob George   9247182      02113052       MAY
## 164945 Ramesh Nagaraju Jacob George   9247182      02113052       MAY
## 164946 Ramesh Nagaraju Jacob George   9247182      02113052       MAY
## 164947 Ramesh Nagaraju Jacob George   9247182      02113052       MAY
## 164948 Ramesh Nagaraju Jacob George   9247182      02113052       MAY
## 164949 Ramesh Nagaraju Jacob George   9247182      02113052       MAY
## 164950 Ramesh Nagaraju Jacob George   9247182      02113052       MAY
## 164951 Ramesh Nagaraju Jacob George   9247182      02113052       MAY
## 164952 Ramesh Nagaraju Jacob George   9247182      02113052       MAY
## 164953 Ramesh Nagaraju Jacob George   9247182      02113052       MAY
## 164954 Ramesh Nagaraju Jacob George   9247182      02113052       MAY
## 164955 Ramesh Nagaraju Jacob George   9247182      02113052       MAY
## 164956 Ramesh Nagaraju Jacob George   9247182      02113052       MAY
## 164957 Ramesh Nagaraju Jacob George   9247182      02113052       MAY
## 164958 Ramesh Nagaraju Jacob George   9247182      02113052       MAY
## 164959 Ramesh Nagaraju Jacob George   9247182      02113052       MAY
## 164960 Ramesh Nagaraju Jacob George   9247182      02113052       MAY
## 164961 Ramesh Nagaraju Jacob George   9247182      02113052       MAY
## 164962 Ramesh Nagaraju Jacob George   9247182      02113052       MAY
## 164963 Ramesh Nagaraju Jacob George   9247182      02113052       MAY
## 164964 Ramesh Nagaraju Jacob George   9247182      02113052       MAY
## 164965 Ramesh Nagaraju Jacob George   9247182      02113052       MAY
## 164966 Ramesh Nagaraju Jacob George   9247182      02113052       MAY
## 164967 Ramesh Nagaraju Jacob George   9247182      02113052       MAY
## 164968 Ramesh Nagaraju Jacob George   9247182      02113052       MAY
## 164969 Ramesh Nagaraju Jacob George   9247182      02113052       MAY
## 164970 Ramesh Nagaraju Jacob George   9247182      02113052       MAY
## 164971 Ramesh Nagaraju Jacob George   9247182      02113052       MAY
## 164972 Ramesh Nagaraju Jacob George   9247182      02113052       MAY
## 164973 Ramesh Nagaraju Jacob George   9247182      02113052       MAY
## 164974 Ramesh Nagaraju Jacob George   9247182      02113052       MAY
## 164975 Ramesh Nagaraju Jacob George   9247182      02113052       MAY
## 164976 Ramesh Nagaraju Jacob George   9247182      02113052       MAY
## 164977 Ramesh Nagaraju Jacob George   9247182      02113052       MAY
## 164978 Ramesh Nagaraju Jacob George   9247182      02113052       MAY
## 164979 Ramesh Nagaraju Jacob George   9247182      02113052       MAY
## 164980 Ramesh Nagaraju Jacob George   9247182      02113052       MAY
## 164981 Ramesh Nagaraju Jacob George   9247182      02113052       MAY
## 164982 Ramesh Nagaraju Jacob George   9247182      02113052       MAY
## 164983 Ramesh Nagaraju Jacob George   9247182      02113052       MAY
## 164984 Ramesh Nagaraju Jacob George   9247182      02113052       MAY
## 164985 Ramesh Nagaraju Jacob George   9247182      02113052       MAY
## 164986 Ramesh Nagaraju Jacob George   9247182      02113052       MAY
## 164987 Ramesh Nagaraju Jacob George   9247182      02113052       MAY
## 164988 Ramesh Nagaraju Jacob George   9247182      02113052       MAY
## 164989 Ramesh Nagaraju Jacob George   9247182      02113052       MAY
## 164990 Ramesh Nagaraju Jacob George   9247182      02113052       MAY
## 164991 Ramesh Nagaraju Jacob George   9247182      02113052       MAY
## 164992 Ramesh Nagaraju Jacob George   9247182      02113052       MAY
## 164993 Ramesh Nagaraju Jacob George   9247182      02113052       MAY
## 164994 Ramesh Nagaraju Jacob George   9247182      02113052       MAY
## 164995 Ramesh Nagaraju Jacob George   9247182      02113052       MAY
## 164996 Ramesh Nagaraju Jacob George   9247182      02113052       MAY
## 164997 Ramesh Nagaraju Jacob George   9247182      02113052       MAY
## 164998 Ramesh Nagaraju Jacob George   9247182      02113052       MAY
## 164999 Ramesh Nagaraju Jacob George   9247182      02113052       MAY
## 165000 Ramesh Nagaraju Jacob George   9247182      02113052       MAY
## 165001 Ramesh Nagaraju Jacob George   9247182      02113052       MAY
## 165002 Ramesh Nagaraju Jacob George   9247182      02113052       MAY
## 165003 Ramesh Nagaraju Jacob George   9247182      02113052       MAY
## 165004 Ramesh Nagaraju Jacob George   9247182      02113052       MAY
## 165005 Ramesh Nagaraju Jacob George   9247182      02113052       MAY
## 165006 Ramesh Nagaraju Jacob George   9247182      02113052       MAY
## 165007 Ramesh Nagaraju Jacob George   9247182      02113052       MAY
## 165008 Ramesh Nagaraju Jacob George   9247182      02113052       MAY
## 165009 Ramesh Nagaraju Jacob George   9247182      02113052       MAY
## 165010 Ramesh Nagaraju Jacob George   9247182      02113052       MAY
## 165011 Ramesh Nagaraju Jacob George   9247182      02113052       MAY
## 165012 Ramesh Nagaraju Jacob George   9247182      02113052       MAY
## 165013 Ramesh Nagaraju Jacob George   9247182      02113052       MAY
## 165014 Ramesh Nagaraju Jacob George   9247182      02113052       MAY
## 165015 Ramesh Nagaraju Jacob George   9247182      02113052       MAY
## 165016 Ramesh Nagaraju Jacob George   9247182      02113052       MAY
## 165017 Ramesh Nagaraju Jacob George   9247182      02113052       MAY
## 165018 Ramesh Nagaraju Jacob George   9247182      02113052       MAY
## 165019 Ramesh Nagaraju Jacob George   9247182      02113052       MAY
## 165020 Ramesh Nagaraju Jacob George   9247182      02113052       MAY
## 165021 Ramesh Nagaraju Jacob George   9247182      02113052       MAY
## 165022 Ramesh Nagaraju Jacob George   9247182      02113052       MAY
## 165023 Ramesh Nagaraju Jacob George   9247182      02113052       MAY
## 165024 Ramesh Nagaraju Jacob George   9247182      02113052       MAY
## 165025 Ramesh Nagaraju Jacob George   9247182      02113052       MAY
## 165026 Ramesh Nagaraju Jacob George   9247182      02113052       MAY
## 165027 Ramesh Nagaraju Jacob George   9247182      02113052       MAY
## 165028 Ramesh Nagaraju Jacob George   9247182      02113052       MAY
## 165029 Ramesh Nagaraju Jacob George   9247182      02113052       MAY
## 165030 Ramesh Nagaraju Jacob George   9247182      02113052       MAY
## 165031 Ramesh Nagaraju Jacob George   9247182      02113052       MAY
## 165032 Ramesh Nagaraju Jacob George   9247182      02113052       MAY
## 165033 Ramesh Nagaraju Jacob George   9247182      02113052       MAY
## 165034 Ramesh Nagaraju Jacob George   9247182      02113052       MAY
## 165035 Ramesh Nagaraju Jacob George   9247182      02113052       MAY
## 165036 Ramesh Nagaraju Jacob George   9247182      02113052       MAY
## 165037 Ramesh Nagaraju Jacob George   9247182      02113052       MAY
## 165038 Ramesh Nagaraju Jacob George   9247182      02113052       MAY
## 165039 Ramesh Nagaraju Jacob George   9247182      02113052       MAY
## 165040 Ramesh Nagaraju Jacob George   9247182      02113052       MAY
## 165041 Ramesh Nagaraju Jacob George   9247182      02113052       MAY
## 165042 Ramesh Nagaraju Jacob George   9247182      02113052       MAY
## 165043 Ramesh Nagaraju Jacob George   9247182      02113052       MAY
## 165044 Ramesh Nagaraju Jacob George   9247182      02113052       MAY
## 165045 Ramesh Nagaraju Jacob George   9247182      02113052       MAY
## 165046 Ramesh Nagaraju Jacob George   9247182      02113052       MAY
## 165047 Ramesh Nagaraju Jacob George   9247182      02113052       MAY
## 165048 Ramesh Nagaraju Jacob George   9247182      02113052       MAY
## 165049 Ramesh Nagaraju Jacob George   9247182      02113052       MAY
## 165050 Ramesh Nagaraju Jacob George   9247182      02113052       MAY
## 165051 Ramesh Nagaraju Jacob George   9247182      02113052       MAY
## 165052 Ramesh Nagaraju Jacob George   9247182      02113052       MAY
## 165053 Ramesh Nagaraju Jacob George   9247182      02113052       MAY
## 165054 Ramesh Nagaraju Jacob George   9247182      02113052       MAY
## 165055 Ramesh Nagaraju Jacob George   9247182      02113052       MAY
## 165056 Ramesh Nagaraju Jacob George   9247182      02113052       MAY
## 165057 Ramesh Nagaraju Jacob George   9247182      02113052       MAY
## 165058 Ramesh Nagaraju Jacob George   9247182      02113052       MAY
## 165059 Ramesh Nagaraju Jacob George   9247182      02113052       MAY
## 165060 Ramesh Nagaraju Jacob George   9247182      02113052       MAY
## 165061 Ramesh Nagaraju Jacob George   9247182      02113052       MAY
## 165062 Ramesh Nagaraju Jacob George   9247182      02113052       MAY
## 165063 Ramesh Nagaraju Jacob George   9247182      02113052       MAY
## 165064 Ramesh Nagaraju Jacob George   9247182      02113052       MAY
## 165065 Ramesh Nagaraju Jacob George   9247182      02113052       MAY
## 165066 Ramesh Nagaraju Jacob George   9247182      02113052       MAY
## 165067 Ramesh Nagaraju Jacob George   9247182      02113052       MAY
## 165068 Ramesh Nagaraju Jacob George   9247182      02113052       MAY
## 165069 Ramesh Nagaraju Jacob George   9247182      02113052       MAY
## 165070 Ramesh Nagaraju Jacob George   9247182      02113052       MAY
## 165071 Ramesh Nagaraju Jacob George   9247182      02113052       MAY
## 165072 Ramesh Nagaraju Jacob George   9247182      02113052       MAY
## 165073 Ramesh Nagaraju Jacob George   9247182      02113052       MAY
## 165074 Ramesh Nagaraju Jacob George   9247182      02113052       MAY
## 165075 Ramesh Nagaraju Jacob George   9247182      02113052       MAY
## 165076 Ramesh Nagaraju Jacob George   9247182      02113052       MAY
## 165077 Ramesh Nagaraju Jacob George   9247182      02113052       MAY
## 165078 Ramesh Nagaraju Jacob George   9247182      02113052       MAY
## 165079 Ramesh Nagaraju Jacob George   9247182      02113052       MAY
## 165080 Ramesh Nagaraju Jacob George   9247182      02113052       MAY
## 165081 Ramesh Nagaraju Jacob George   9247182      02113052       MAY
## 165082 Ramesh Nagaraju Jacob George   9247182      02113052       MAY
## 165083 Ramesh Nagaraju Jacob George   9247182      02113052       MAY
## 165084 Ramesh Nagaraju Jacob George   9247182      02113052       MAY
## 165085 Ramesh Nagaraju Jacob George   9247182      02113052       MAY
## 165086 Ramesh Nagaraju Jacob George   9247182      02113052       MAY
## 165087 Ramesh Nagaraju Jacob George   9247182      02113052       MAY
## 165088 Ramesh Nagaraju Jacob George   9247182      02113052       MAY
## 165089 Ramesh Nagaraju Jacob George   9247182      02113052       MAY
## 165090 Ramesh Nagaraju Jacob George   9247182      02113052       MAY
## 165091 Ramesh Nagaraju Jacob George   9247182      02113052       MAY
## 165092 Ramesh Nagaraju Jacob George   9247182      02113052       MAY
## 165093 Ramesh Nagaraju Jacob George   9247182      02113052       MAY
## 165094 Ramesh Nagaraju Jacob George   9247182      02113052       MAY
## 165095 Ramesh Nagaraju Jacob George   9247182      02113052       MAY
## 165096 Ramesh Nagaraju Jacob George   9247182      02113052       MAY
## 165097 Ramesh Nagaraju Jacob George   9247182      02113052       MAY
## 165098 Ramesh Nagaraju Jacob George   9247182      02113052       MAY
## 165099 Ramesh Nagaraju Jacob George   9247182      02113052       MAY
## 165100 Ramesh Nagaraju Jacob George   9247182      02113052       MAY
## 165101 Ramesh Nagaraju Jacob George   9247182      02113052       MAY
## 165102 Ramesh Nagaraju Jacob George   9247182      02113052       MAY
## 165103 Ramesh Nagaraju Jacob George   9247182      02113052       MAY
## 165104 Ramesh Nagaraju Jacob George   9247182      02113052       MAY
## 165105 Ramesh Nagaraju Jacob George   9247182      02113052       MAY
## 165106 Ramesh Nagaraju Jacob George   9247182      02113052       MAY
## 165107 Ramesh Nagaraju Jacob George   9247182      02113052       MAY
## 165108 Ramesh Nagaraju Jacob George   9247182      02113052       MAY
## 165109 Ramesh Nagaraju Jacob George   9247182      02113052       MAY
## 165110 Ramesh Nagaraju Jacob George   9247182      02113052       MAY
## 165111 Ramesh Nagaraju Jacob George   9247182      02113052       MAY
## 165112 Ramesh Nagaraju Jacob George   9247182      02113052       MAY
## 165113 Ramesh Nagaraju Jacob George   9247182      02113052       MAY
## 165114 Ramesh Nagaraju Jacob George   9247182      02113052       MAY
## 165115 Ramesh Nagaraju Jacob George   9247182      02113052       MAY
## 165116 Ramesh Nagaraju Jacob George   9247182      02113052       MAY
## 165117 Ramesh Nagaraju Jacob George   9247182      02113052       MAY
## 165118 Ramesh Nagaraju Jacob George   9247182      02113052       MAY
## 165119 Ramesh Nagaraju Jacob George   9247182      02113052       MAY
## 165120 Ramesh Nagaraju Jacob George   9247182      02113052       MAY
## 165121 Ramesh Nagaraju Jacob George   9247182      02113052       MAY
## 165122 Ramesh Nagaraju Jacob George   9247182      02113052       MAY
## 165123 Ramesh Nagaraju Jacob George   9247182      02113052       MAY
## 165124 Ramesh Nagaraju Jacob George   9247182      02113052       MAY
## 165125 Ramesh Nagaraju Jacob George   9247182      02113052       MAY
## 165126 Ramesh Nagaraju Jacob George   9247182      02113052       MAY
## 165127 Ramesh Nagaraju Jacob George   9247182      02113052       MAY
## 165128 Ramesh Nagaraju Jacob George   9247182      02113052       MAY
## 165129 Ramesh Nagaraju Jacob George   9247182      02113052       MAY
## 165130 Ramesh Nagaraju Jacob George   9247182      02113052       MAY
## 165131 Ramesh Nagaraju Jacob George   9247182      02113052       MAY
## 165132 Ramesh Nagaraju Jacob George   9247182      02113052       MAY
## 165133 Ramesh Nagaraju Jacob George   9247182      02113052       MAY
## 165134 Ramesh Nagaraju Jacob George   9247182      02113052       MAY
## 165135 Ramesh Nagaraju Jacob George   9247182      02113052       MAY
##        lastdrydock nextdrydock    yardbuilt  datebuilt   keellaid
## 164349  2017-09-02  2020-09-01 MSML00000010 2002-11-07 2002-05-13
## 164350  2017-09-02  2020-09-01 MSML00000010 2002-11-07 2002-05-13
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## 164352  2017-09-02  2020-09-01 MSML00000010 2002-11-07 2002-05-13
## 164353  2017-09-02  2020-09-01 MSML00000010 2002-11-07 2002-05-13
## 164354  2017-09-02  2020-09-01 MSML00000010 2002-11-07 2002-05-13
## 164355  2017-09-02  2020-09-01 MSML00000010 2002-11-07 2002-05-13
## 164356  2017-09-02  2020-09-01 MSML00000010 2002-11-07 2002-05-13
## 164357  2017-09-02  2020-09-01 MSML00000010 2002-11-07 2002-05-13
## 164358  2017-09-02  2020-09-01 MSML00000010 2002-11-07 2002-05-13
## 164359  2017-09-02  2020-09-01 MSML00000010 2002-11-07 2002-05-13
## 164360  2017-09-02  2020-09-01 MSML00000010 2002-11-07 2002-05-13
## 164361  2017-09-02  2020-09-01 MSML00000010 2002-11-07 2002-05-13
## 164362  2017-09-02  2020-09-01 MSML00000010 2002-11-07 2002-05-13
## 164363  2017-09-02  2020-09-01 MSML00000010 2002-11-07 2002-05-13
## 164364  2017-09-02  2020-09-01 MSML00000010 2002-11-07 2002-05-13
## 164365  2017-09-02  2020-09-01 MSML00000010 2002-11-07 2002-05-13
## 164366  2017-09-02  2020-09-01 MSML00000010 2002-11-07 2002-05-13
## 164367  2017-09-02  2020-09-01 MSML00000010 2002-11-07 2002-05-13
## 164368  2017-09-02  2020-09-01 MSML00000010 2002-11-07 2002-05-13
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## 164370  2017-09-02  2020-09-01 MSML00000010 2002-11-07 2002-05-13
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## 164373  2017-09-02  2020-09-01 MSML00000010 2002-11-07 2002-05-13
## 164374  2017-09-02  2020-09-01 MSML00000010 2002-11-07 2002-05-13
## 164375  2017-09-02  2020-09-01 MSML00000010 2002-11-07 2002-05-13
## 164376  2017-09-02  2020-09-01 MSML00000010 2002-11-07 2002-05-13
## 164377  2017-09-02  2020-09-01 MSML00000010 2002-11-07 2002-05-13
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## 164380  2017-09-02  2020-09-01 MSML00000010 2002-11-07 2002-05-13
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## 164383  2017-09-02  2020-09-01 MSML00000010 2002-11-07 2002-05-13
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## 164385  2017-09-02  2020-09-01 MSML00000010 2002-11-07 2002-05-13
## 164386  2017-09-02  2020-09-01 MSML00000010 2002-11-07 2002-05-13
## 164387  2017-09-02  2020-09-01 MSML00000010 2002-11-07 2002-05-13
## 164388  2017-09-02  2020-09-01 MSML00000010 2002-11-07 2002-05-13
## 164389  2017-09-02  2020-09-01 MSML00000010 2002-11-07 2002-05-13
## 164390  2017-09-02  2020-09-01 MSML00000010 2002-11-07 2002-05-13
## 164391  2017-09-02  2020-09-01 MSML00000010 2002-11-07 2002-05-13
## 164392  2017-09-02  2020-09-01 MSML00000010 2002-11-07 2002-05-13
## 164393  2017-09-02  2020-09-01 MSML00000010 2002-11-07 2002-05-13
## 164394  2017-09-02  2020-09-01 MSML00000010 2002-11-07 2002-05-13
## 164395  2017-09-02  2020-09-01 MSML00000010 2002-11-07 2002-05-13
## 164396  2017-09-02  2020-09-01 MSML00000010 2002-11-07 2002-05-13
## 164397  2017-09-02  2020-09-01 MSML00000010 2002-11-07 2002-05-13
## 164398  2017-09-02  2020-09-01 MSML00000010 2002-11-07 2002-05-13
## 164399  2017-09-02  2020-09-01 MSML00000010 2002-11-07 2002-05-13
## 164400  2017-09-02  2020-09-01 MSML00000010 2002-11-07 2002-05-13
## 164401  2017-09-02  2020-09-01 MSML00000010 2002-11-07 2002-05-13
## 164402  2017-09-02  2020-09-01 MSML00000010 2002-11-07 2002-05-13
## 164403  2017-09-02  2020-09-01 MSML00000010 2002-11-07 2002-05-13
## 164404  2017-09-02  2020-09-01 MSML00000010 2002-11-07 2002-05-13
## 164405  2017-09-02  2020-09-01 MSML00000010 2002-11-07 2002-05-13
## 164406  2017-09-02  2020-09-01 MSML00000010 2002-11-07 2002-05-13
## 164407  2017-09-02  2020-09-01 MSML00000010 2002-11-07 2002-05-13
## 164408  2017-09-02  2020-09-01 MSML00000010 2002-11-07 2002-05-13
## 164409  2017-09-02  2020-09-01 MSML00000010 2002-11-07 2002-05-13
## 164410  2017-09-02  2020-09-01 MSML00000010 2002-11-07 2002-05-13
## 164411  2017-09-02  2020-09-01 MSML00000010 2002-11-07 2002-05-13
## 164412  2017-09-02  2020-09-01 MSML00000010 2002-11-07 2002-05-13
## 164413  2017-09-02  2020-09-01 MSML00000010 2002-11-07 2002-05-13
## 164414  2017-09-02  2020-09-01 MSML00000010 2002-11-07 2002-05-13
## 164415  2017-09-02  2020-09-01 MSML00000010 2002-11-07 2002-05-13
## 164416  2017-09-02  2020-09-01 MSML00000010 2002-11-07 2002-05-13
## 164417  2017-09-02  2020-09-01 MSML00000010 2002-11-07 2002-05-13
## 164418  2017-09-02  2020-09-01 MSML00000010 2002-11-07 2002-05-13
## 164419  2017-09-02  2020-09-01 MSML00000010 2002-11-07 2002-05-13
## 164420  2017-09-02  2020-09-01 MSML00000010 2002-11-07 2002-05-13
## 164421  2017-09-02  2020-09-01 MSML00000010 2002-11-07 2002-05-13
## 164422  2017-09-02  2020-09-01 MSML00000010 2002-11-07 2002-05-13
## 164423  2017-09-02  2020-09-01 MSML00000010 2002-11-07 2002-05-13
## 164424  2017-09-02  2020-09-01 MSML00000010 2002-11-07 2002-05-13
## 164425  2017-09-02  2020-09-01 MSML00000010 2002-11-07 2002-05-13
## 164426  2017-09-02  2020-09-01 MSML00000010 2002-11-07 2002-05-13
## 164427  2017-09-02  2020-09-01 MSML00000010 2002-11-07 2002-05-13
## 164428  2017-09-02  2020-09-01 MSML00000010 2002-11-07 2002-05-13
## 164429  2017-09-02  2020-09-01 MSML00000010 2002-11-07 2002-05-13
## 164430  2017-09-02  2020-09-01 MSML00000010 2002-11-07 2002-05-13
## 164431  2017-09-02  2020-09-01 MSML00000010 2002-11-07 2002-05-13
## 164432  2017-09-02  2020-09-01 MSML00000010 2002-11-07 2002-05-13
## 164433  2017-09-02  2020-09-01 MSML00000010 2002-11-07 2002-05-13
## 164434  2017-09-02  2020-09-01 MSML00000010 2002-11-07 2002-05-13
## 164435  2017-09-02  2020-09-01 MSML00000010 2002-11-07 2002-05-13
## 164436  2017-09-02  2020-09-01 MSML00000010 2002-11-07 2002-05-13
## 164437  2017-09-02  2020-09-01 MSML00000010 2002-11-07 2002-05-13
## 164438  2017-09-02  2020-09-01 MSML00000010 2002-11-07 2002-05-13
## 164439  2017-09-02  2020-09-01 MSML00000010 2002-11-07 2002-05-13
## 164440  2017-09-02  2020-09-01 MSML00000010 2002-11-07 2002-05-13
## 164441  2017-09-02  2020-09-01 MSML00000010 2002-11-07 2002-05-13
## 164442  2017-09-02  2020-09-01 MSML00000010 2002-11-07 2002-05-13
## 164443  2017-09-02  2020-09-01 MSML00000010 2002-11-07 2002-05-13
## 164444  2017-09-02  2020-09-01 MSML00000010 2002-11-07 2002-05-13
## 164445  2017-09-02  2020-09-01 MSML00000010 2002-11-07 2002-05-13
## 164446  2017-09-02  2020-09-01 MSML00000010 2002-11-07 2002-05-13
## 164447  2017-09-02  2020-09-01 MSML00000010 2002-11-07 2002-05-13
## 164448  2017-09-02  2020-09-01 MSML00000010 2002-11-07 2002-05-13
## 164449  2017-09-02  2020-09-01 MSML00000010 2002-11-07 2002-05-13
## 164450  2017-09-02  2020-09-01 MSML00000010 2002-11-07 2002-05-13
## 164451  2017-09-02  2020-09-01 MSML00000010 2002-11-07 2002-05-13
## 164452  2017-09-02  2020-09-01 MSML00000010 2002-11-07 2002-05-13
## 164453  2017-09-02  2020-09-01 MSML00000010 2002-11-07 2002-05-13
## 164454  2017-09-02  2020-09-01 MSML00000010 2002-11-07 2002-05-13
## 164455  2017-09-02  2020-09-01 MSML00000010 2002-11-07 2002-05-13
## 164456  2017-09-02  2020-09-01 MSML00000010 2002-11-07 2002-05-13
## 164457  2017-09-02  2020-09-01 MSML00000010 2002-11-07 2002-05-13
## 164458  2017-09-02  2020-09-01 MSML00000010 2002-11-07 2002-05-13
## 164459  2017-09-02  2020-09-01 MSML00000010 2002-11-07 2002-05-13
## 164460  2017-09-02  2020-09-01 MSML00000010 2002-11-07 2002-05-13
## 164461  2017-09-02  2020-09-01 MSML00000010 2002-11-07 2002-05-13
## 164462  2017-09-02  2020-09-01 MSML00000010 2002-11-07 2002-05-13
## 164463  2017-09-02  2020-09-01 MSML00000010 2002-11-07 2002-05-13
## 164464  2017-09-02  2020-09-01 MSML00000010 2002-11-07 2002-05-13
## 164465  2017-09-02  2020-09-01 MSML00000010 2002-11-07 2002-05-13
## 164466  2017-09-02  2020-09-01 MSML00000010 2002-11-07 2002-05-13
## 164467  2017-09-02  2020-09-01 MSML00000010 2002-11-07 2002-05-13
## 164468  2017-09-02  2020-09-01 MSML00000010 2002-11-07 2002-05-13
## 164469  2017-09-02  2020-09-01 MSML00000010 2002-11-07 2002-05-13
## 164470  2017-09-02  2020-09-01 MSML00000010 2002-11-07 2002-05-13
## 164471  2017-09-02  2020-09-01 MSML00000010 2002-11-07 2002-05-13
## 164472  2017-09-02  2020-09-01 MSML00000010 2002-11-07 2002-05-13
## 164473  2017-09-02  2020-09-01 MSML00000010 2002-11-07 2002-05-13
## 164474  2017-09-02  2020-09-01 MSML00000010 2002-11-07 2002-05-13
## 164475  2017-09-02  2020-09-01 MSML00000010 2002-11-07 2002-05-13
## 164476  2017-09-02  2020-09-01 MSML00000010 2002-11-07 2002-05-13
## 164477  2017-09-02  2020-09-01 MSML00000010 2002-11-07 2002-05-13
## 164478  2017-09-02  2020-09-01 MSML00000010 2002-11-07 2002-05-13
## 164479  2017-09-02  2020-09-01 MSML00000010 2002-11-07 2002-05-13
## 164480  2017-09-02  2020-09-01 MSML00000010 2002-11-07 2002-05-13
## 164481  2017-09-02  2020-09-01 MSML00000010 2002-11-07 2002-05-13
## 164482  2017-09-02  2020-09-01 MSML00000010 2002-11-07 2002-05-13
## 164483  2017-09-02  2020-09-01 MSML00000010 2002-11-07 2002-05-13
## 164484  2017-09-02  2020-09-01 MSML00000010 2002-11-07 2002-05-13
## 164485  2017-09-02  2020-09-01 MSML00000010 2002-11-07 2002-05-13
## 164486  2017-09-02  2020-09-01 MSML00000010 2002-11-07 2002-05-13
## 164487  2017-09-02  2020-09-01 MSML00000010 2002-11-07 2002-05-13
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## 164489  2017-09-02  2020-09-01 MSML00000010 2002-11-07 2002-05-13
## 164490  2017-09-02  2020-09-01 MSML00000010 2002-11-07 2002-05-13
## 164491  2017-09-02  2020-09-01 MSML00000010 2002-11-07 2002-05-13
## 164492  2017-09-02  2020-09-01 MSML00000010 2002-11-07 2002-05-13
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## 164500  2017-09-02  2020-09-01 MSML00000010 2002-11-07 2002-05-13
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## 165006  2017-09-02  2020-09-01 MSML00000010 2002-11-07 2002-05-13
## 165007  2017-09-02  2020-09-01 MSML00000010 2002-11-07 2002-05-13
## 165008  2017-09-02  2020-09-01 MSML00000010 2002-11-07 2002-05-13
## 165009  2017-09-02  2020-09-01 MSML00000010 2002-11-07 2002-05-13
## 165010  2017-09-02  2020-09-01 MSML00000010 2002-11-07 2002-05-13
## 165011  2017-09-02  2020-09-01 MSML00000010 2002-11-07 2002-05-13
## 165012  2017-09-02  2020-09-01 MSML00000010 2002-11-07 2002-05-13
## 165013  2017-09-02  2020-09-01 MSML00000010 2002-11-07 2002-05-13
## 165014  2017-09-02  2020-09-01 MSML00000010 2002-11-07 2002-05-13
## 165015  2017-09-02  2020-09-01 MSML00000010 2002-11-07 2002-05-13
## 165016  2017-09-02  2020-09-01 MSML00000010 2002-11-07 2002-05-13
## 165017  2017-09-02  2020-09-01 MSML00000010 2002-11-07 2002-05-13
## 165018  2017-09-02  2020-09-01 MSML00000010 2002-11-07 2002-05-13
## 165019  2017-09-02  2020-09-01 MSML00000010 2002-11-07 2002-05-13
## 165020  2017-09-02  2020-09-01 MSML00000010 2002-11-07 2002-05-13
## 165021  2017-09-02  2020-09-01 MSML00000010 2002-11-07 2002-05-13
## 165022  2017-09-02  2020-09-01 MSML00000010 2002-11-07 2002-05-13
## 165023  2017-09-02  2020-09-01 MSML00000010 2002-11-07 2002-05-13
## 165024  2017-09-02  2020-09-01 MSML00000010 2002-11-07 2002-05-13
## 165025  2017-09-02  2020-09-01 MSML00000010 2002-11-07 2002-05-13
## 165026  2017-09-02  2020-09-01 MSML00000010 2002-11-07 2002-05-13
## 165027  2017-09-02  2020-09-01 MSML00000010 2002-11-07 2002-05-13
## 165028  2017-09-02  2020-09-01 MSML00000010 2002-11-07 2002-05-13
## 165029  2017-09-02  2020-09-01 MSML00000010 2002-11-07 2002-05-13
## 165030  2017-09-02  2020-09-01 MSML00000010 2002-11-07 2002-05-13
## 165031  2017-09-02  2020-09-01 MSML00000010 2002-11-07 2002-05-13
## 165032  2017-09-02  2020-09-01 MSML00000010 2002-11-07 2002-05-13
## 165033  2017-09-02  2020-09-01 MSML00000010 2002-11-07 2002-05-13
## 165034  2017-09-02  2020-09-01 MSML00000010 2002-11-07 2002-05-13
## 165035  2017-09-02  2020-09-01 MSML00000010 2002-11-07 2002-05-13
## 165036  2017-09-02  2020-09-01 MSML00000010 2002-11-07 2002-05-13
## 165037  2017-09-02  2020-09-01 MSML00000010 2002-11-07 2002-05-13
## 165038  2017-09-02  2020-09-01 MSML00000010 2002-11-07 2002-05-13
## 165039  2017-09-02  2020-09-01 MSML00000010 2002-11-07 2002-05-13
## 165040  2017-09-02  2020-09-01 MSML00000010 2002-11-07 2002-05-13
## 165041  2017-09-02  2020-09-01 MSML00000010 2002-11-07 2002-05-13
## 165042  2017-09-02  2020-09-01 MSML00000010 2002-11-07 2002-05-13
## 165043  2017-09-02  2020-09-01 MSML00000010 2002-11-07 2002-05-13
## 165044  2017-09-02  2020-09-01 MSML00000010 2002-11-07 2002-05-13
## 165045  2017-09-02  2020-09-01 MSML00000010 2002-11-07 2002-05-13
## 165046  2017-09-02  2020-09-01 MSML00000010 2002-11-07 2002-05-13
## 165047  2017-09-02  2020-09-01 MSML00000010 2002-11-07 2002-05-13
## 165048  2017-09-02  2020-09-01 MSML00000010 2002-11-07 2002-05-13
## 165049  2017-09-02  2020-09-01 MSML00000010 2002-11-07 2002-05-13
## 165050  2017-09-02  2020-09-01 MSML00000010 2002-11-07 2002-05-13
## 165051  2017-09-02  2020-09-01 MSML00000010 2002-11-07 2002-05-13
## 165052  2017-09-02  2020-09-01 MSML00000010 2002-11-07 2002-05-13
## 165053  2017-09-02  2020-09-01 MSML00000010 2002-11-07 2002-05-13
## 165054  2017-09-02  2020-09-01 MSML00000010 2002-11-07 2002-05-13
## 165055  2017-09-02  2020-09-01 MSML00000010 2002-11-07 2002-05-13
## 165056  2017-09-02  2020-09-01 MSML00000010 2002-11-07 2002-05-13
## 165057  2017-09-02  2020-09-01 MSML00000010 2002-11-07 2002-05-13
## 165058  2017-09-02  2020-09-01 MSML00000010 2002-11-07 2002-05-13
## 165059  2017-09-02  2020-09-01 MSML00000010 2002-11-07 2002-05-13
## 165060  2017-09-02  2020-09-01 MSML00000010 2002-11-07 2002-05-13
## 165061  2017-09-02  2020-09-01 MSML00000010 2002-11-07 2002-05-13
## 165062  2017-09-02  2020-09-01 MSML00000010 2002-11-07 2002-05-13
## 165063  2017-09-02  2020-09-01 MSML00000010 2002-11-07 2002-05-13
## 165064  2017-09-02  2020-09-01 MSML00000010 2002-11-07 2002-05-13
## 165065  2017-09-02  2020-09-01 MSML00000010 2002-11-07 2002-05-13
## 165066  2017-09-02  2020-09-01 MSML00000010 2002-11-07 2002-05-13
## 165067  2017-09-02  2020-09-01 MSML00000010 2002-11-07 2002-05-13
## 165068  2017-09-02  2020-09-01 MSML00000010 2002-11-07 2002-05-13
## 165069  2017-09-02  2020-09-01 MSML00000010 2002-11-07 2002-05-13
## 165070  2017-09-02  2020-09-01 MSML00000010 2002-11-07 2002-05-13
## 165071  2017-09-02  2020-09-01 MSML00000010 2002-11-07 2002-05-13
## 165072  2017-09-02  2020-09-01 MSML00000010 2002-11-07 2002-05-13
## 165073  2017-09-02  2020-09-01 MSML00000010 2002-11-07 2002-05-13
## 165074  2017-09-02  2020-09-01 MSML00000010 2002-11-07 2002-05-13
## 165075  2017-09-02  2020-09-01 MSML00000010 2002-11-07 2002-05-13
## 165076  2017-09-02  2020-09-01 MSML00000010 2002-11-07 2002-05-13
## 165077  2017-09-02  2020-09-01 MSML00000010 2002-11-07 2002-05-13
## 165078  2017-09-02  2020-09-01 MSML00000010 2002-11-07 2002-05-13
## 165079  2017-09-02  2020-09-01 MSML00000010 2002-11-07 2002-05-13
## 165080  2017-09-02  2020-09-01 MSML00000010 2002-11-07 2002-05-13
## 165081  2017-09-02  2020-09-01 MSML00000010 2002-11-07 2002-05-13
## 165082  2017-09-02  2020-09-01 MSML00000010 2002-11-07 2002-05-13
## 165083  2017-09-02  2020-09-01 MSML00000010 2002-11-07 2002-05-13
## 165084  2017-09-02  2020-09-01 MSML00000010 2002-11-07 2002-05-13
## 165085  2017-09-02  2020-09-01 MSML00000010 2002-11-07 2002-05-13
## 165086  2017-09-02  2020-09-01 MSML00000010 2002-11-07 2002-05-13
## 165087  2017-09-02  2020-09-01 MSML00000010 2002-11-07 2002-05-13
## 165088  2017-09-02  2020-09-01 MSML00000010 2002-11-07 2002-05-13
## 165089  2017-09-02  2020-09-01 MSML00000010 2002-11-07 2002-05-13
## 165090  2017-09-02  2020-09-01 MSML00000010 2002-11-07 2002-05-13
## 165091  2017-09-02  2020-09-01 MSML00000010 2002-11-07 2002-05-13
## 165092  2017-09-02  2020-09-01 MSML00000010 2002-11-07 2002-05-13
## 165093  2017-09-02  2020-09-01 MSML00000010 2002-11-07 2002-05-13
## 165094  2017-09-02  2020-09-01 MSML00000010 2002-11-07 2002-05-13
## 165095  2017-09-02  2020-09-01 MSML00000010 2002-11-07 2002-05-13
## 165096  2017-09-02  2020-09-01 MSML00000010 2002-11-07 2002-05-13
## 165097  2017-09-02  2020-09-01 MSML00000010 2002-11-07 2002-05-13
## 165098  2017-09-02  2020-09-01 MSML00000010 2002-11-07 2002-05-13
## 165099  2017-09-02  2020-09-01 MSML00000010 2002-11-07 2002-05-13
## 165100  2017-09-02  2020-09-01 MSML00000010 2002-11-07 2002-05-13
## 165101  2017-09-02  2020-09-01 MSML00000010 2002-11-07 2002-05-13
## 165102  2017-09-02  2020-09-01 MSML00000010 2002-11-07 2002-05-13
## 165103  2017-09-02  2020-09-01 MSML00000010 2002-11-07 2002-05-13
## 165104  2017-09-02  2020-09-01 MSML00000010 2002-11-07 2002-05-13
## 165105  2017-09-02  2020-09-01 MSML00000010 2002-11-07 2002-05-13
## 165106  2017-09-02  2020-09-01 MSML00000010 2002-11-07 2002-05-13
## 165107  2017-09-02  2020-09-01 MSML00000010 2002-11-07 2002-05-13
## 165108  2017-09-02  2020-09-01 MSML00000010 2002-11-07 2002-05-13
## 165109  2017-09-02  2020-09-01 MSML00000010 2002-11-07 2002-05-13
## 165110  2017-09-02  2020-09-01 MSML00000010 2002-11-07 2002-05-13
## 165111  2017-09-02  2020-09-01 MSML00000010 2002-11-07 2002-05-13
## 165112  2017-09-02  2020-09-01 MSML00000010 2002-11-07 2002-05-13
## 165113  2017-09-02  2020-09-01 MSML00000010 2002-11-07 2002-05-13
## 165114  2017-09-02  2020-09-01 MSML00000010 2002-11-07 2002-05-13
## 165115  2017-09-02  2020-09-01 MSML00000010 2002-11-07 2002-05-13
## 165116  2017-09-02  2020-09-01 MSML00000010 2002-11-07 2002-05-13
## 165117  2017-09-02  2020-09-01 MSML00000010 2002-11-07 2002-05-13
## 165118  2017-09-02  2020-09-01 MSML00000010 2002-11-07 2002-05-13
## 165119  2017-09-02  2020-09-01 MSML00000010 2002-11-07 2002-05-13
## 165120  2017-09-02  2020-09-01 MSML00000010 2002-11-07 2002-05-13
## 165121  2017-09-02  2020-09-01 MSML00000010 2002-11-07 2002-05-13
## 165122  2017-09-02  2020-09-01 MSML00000010 2002-11-07 2002-05-13
## 165123  2017-09-02  2020-09-01 MSML00000010 2002-11-07 2002-05-13
## 165124  2017-09-02  2020-09-01 MSML00000010 2002-11-07 2002-05-13
## 165125  2017-09-02  2020-09-01 MSML00000010 2002-11-07 2002-05-13
## 165126  2017-09-02  2020-09-01 MSML00000010 2002-11-07 2002-05-13
## 165127  2017-09-02  2020-09-01 MSML00000010 2002-11-07 2002-05-13
## 165128  2017-09-02  2020-09-01 MSML00000010 2002-11-07 2002-05-13
## 165129  2017-09-02  2020-09-01 MSML00000010 2002-11-07 2002-05-13
## 165130  2017-09-02  2020-09-01 MSML00000010 2002-11-07 2002-05-13
## 165131  2017-09-02  2020-09-01 MSML00000010 2002-11-07 2002-05-13
## 165132  2017-09-02  2020-09-01 MSML00000010 2002-11-07 2002-05-13
## 165133  2017-09-02  2020-09-01 MSML00000010 2002-11-07 2002-05-13
## 165134  2017-09-02  2020-09-01 MSML00000010 2002-11-07 2002-05-13
## 165135  2017-09-02  2020-09-01 MSML00000010 2002-11-07 2002-05-13
##        hulltypeid metypeid conversion fwportable fwfeed fwdistilled
## 164349         dh       01      FALSE      269.2      0       269.2
## 164350         dh       01      FALSE      269.2      0       269.2
## 164351         dh       01      FALSE      269.2      0       269.2
## 164352         dh       01      FALSE      269.2      0       269.2
## 164353         dh       01      FALSE      269.2      0       269.2
## 164354         dh       01      FALSE      269.2      0       269.2
## 164355         dh       01      FALSE      269.2      0       269.2
## 164356         dh       01      FALSE      269.2      0       269.2
## 164357         dh       01      FALSE      269.2      0       269.2
## 164358         dh       01      FALSE      269.2      0       269.2
## 164359         dh       01      FALSE      269.2      0       269.2
## 164360         dh       01      FALSE      269.2      0       269.2
## 164361         dh       01      FALSE      269.2      0       269.2
## 164362         dh       01      FALSE      269.2      0       269.2
## 164363         dh       01      FALSE      269.2      0       269.2
## 164364         dh       01      FALSE      269.2      0       269.2
## 164365         dh       01      FALSE      269.2      0       269.2
## 164366         dh       01      FALSE      269.2      0       269.2
## 164367         dh       01      FALSE      269.2      0       269.2
## 164368         dh       01      FALSE      269.2      0       269.2
## 164369         dh       01      FALSE      269.2      0       269.2
## 164370         dh       01      FALSE      269.2      0       269.2
## 164371         dh       01      FALSE      269.2      0       269.2
## 164372         dh       01      FALSE      269.2      0       269.2
## 164373         dh       01      FALSE      269.2      0       269.2
## 164374         dh       01      FALSE      269.2      0       269.2
## 164375         dh       01      FALSE      269.2      0       269.2
## 164376         dh       01      FALSE      269.2      0       269.2
## 164377         dh       01      FALSE      269.2      0       269.2
## 164378         dh       01      FALSE      269.2      0       269.2
## 164379         dh       01      FALSE      269.2      0       269.2
## 164380         dh       01      FALSE      269.2      0       269.2
## 164381         dh       01      FALSE      269.2      0       269.2
## 164382         dh       01      FALSE      269.2      0       269.2
## 164383         dh       01      FALSE      269.2      0       269.2
## 164384         dh       01      FALSE      269.2      0       269.2
## 164385         dh       01      FALSE      269.2      0       269.2
## 164386         dh       01      FALSE      269.2      0       269.2
## 164387         dh       01      FALSE      269.2      0       269.2
## 164388         dh       01      FALSE      269.2      0       269.2
## 164389         dh       01      FALSE      269.2      0       269.2
## 164390         dh       01      FALSE      269.2      0       269.2
## 164391         dh       01      FALSE      269.2      0       269.2
## 164392         dh       01      FALSE      269.2      0       269.2
## 164393         dh       01      FALSE      269.2      0       269.2
## 164394         dh       01      FALSE      269.2      0       269.2
## 164395         dh       01      FALSE      269.2      0       269.2
## 164396         dh       01      FALSE      269.2      0       269.2
## 164397         dh       01      FALSE      269.2      0       269.2
## 164398         dh       01      FALSE      269.2      0       269.2
## 164399         dh       01      FALSE      269.2      0       269.2
## 164400         dh       01      FALSE      269.2      0       269.2
## 164401         dh       01      FALSE      269.2      0       269.2
## 164402         dh       01      FALSE      269.2      0       269.2
## 164403         dh       01      FALSE      269.2      0       269.2
## 164404         dh       01      FALSE      269.2      0       269.2
## 164405         dh       01      FALSE      269.2      0       269.2
## 164406         dh       01      FALSE      269.2      0       269.2
## 164407         dh       01      FALSE      269.2      0       269.2
## 164408         dh       01      FALSE      269.2      0       269.2
## 164409         dh       01      FALSE      269.2      0       269.2
## 164410         dh       01      FALSE      269.2      0       269.2
## 164411         dh       01      FALSE      269.2      0       269.2
## 164412         dh       01      FALSE      269.2      0       269.2
## 164413         dh       01      FALSE      269.2      0       269.2
## 164414         dh       01      FALSE      269.2      0       269.2
## 164415         dh       01      FALSE      269.2      0       269.2
## 164416         dh       01      FALSE      269.2      0       269.2
## 164417         dh       01      FALSE      269.2      0       269.2
## 164418         dh       01      FALSE      269.2      0       269.2
## 164419         dh       01      FALSE      269.2      0       269.2
## 164420         dh       01      FALSE      269.2      0       269.2
## 164421         dh       01      FALSE      269.2      0       269.2
## 164422         dh       01      FALSE      269.2      0       269.2
## 164423         dh       01      FALSE      269.2      0       269.2
## 164424         dh       01      FALSE      269.2      0       269.2
## 164425         dh       01      FALSE      269.2      0       269.2
## 164426         dh       01      FALSE      269.2      0       269.2
## 164427         dh       01      FALSE      269.2      0       269.2
## 164428         dh       01      FALSE      269.2      0       269.2
## 164429         dh       01      FALSE      269.2      0       269.2
## 164430         dh       01      FALSE      269.2      0       269.2
## 164431         dh       01      FALSE      269.2      0       269.2
## 164432         dh       01      FALSE      269.2      0       269.2
## 164433         dh       01      FALSE      269.2      0       269.2
## 164434         dh       01      FALSE      269.2      0       269.2
## 164435         dh       01      FALSE      269.2      0       269.2
## 164436         dh       01      FALSE      269.2      0       269.2
## 164437         dh       01      FALSE      269.2      0       269.2
## 164438         dh       01      FALSE      269.2      0       269.2
## 164439         dh       01      FALSE      269.2      0       269.2
## 164440         dh       01      FALSE      269.2      0       269.2
## 164441         dh       01      FALSE      269.2      0       269.2
## 164442         dh       01      FALSE      269.2      0       269.2
## 164443         dh       01      FALSE      269.2      0       269.2
## 164444         dh       01      FALSE      269.2      0       269.2
## 164445         dh       01      FALSE      269.2      0       269.2
## 164446         dh       01      FALSE      269.2      0       269.2
## 164447         dh       01      FALSE      269.2      0       269.2
## 164448         dh       01      FALSE      269.2      0       269.2
## 164449         dh       01      FALSE      269.2      0       269.2
## 164450         dh       01      FALSE      269.2      0       269.2
## 164451         dh       01      FALSE      269.2      0       269.2
## 164452         dh       01      FALSE      269.2      0       269.2
## 164453         dh       01      FALSE      269.2      0       269.2
## 164454         dh       01      FALSE      269.2      0       269.2
## 164455         dh       01      FALSE      269.2      0       269.2
## 164456         dh       01      FALSE      269.2      0       269.2
## 164457         dh       01      FALSE      269.2      0       269.2
## 164458         dh       01      FALSE      269.2      0       269.2
## 164459         dh       01      FALSE      269.2      0       269.2
## 164460         dh       01      FALSE      269.2      0       269.2
## 164461         dh       01      FALSE      269.2      0       269.2
## 164462         dh       01      FALSE      269.2      0       269.2
## 164463         dh       01      FALSE      269.2      0       269.2
## 164464         dh       01      FALSE      269.2      0       269.2
## 164465         dh       01      FALSE      269.2      0       269.2
## 164466         dh       01      FALSE      269.2      0       269.2
## 164467         dh       01      FALSE      269.2      0       269.2
## 164468         dh       01      FALSE      269.2      0       269.2
## 164469         dh       01      FALSE      269.2      0       269.2
## 164470         dh       01      FALSE      269.2      0       269.2
## 164471         dh       01      FALSE      269.2      0       269.2
## 164472         dh       01      FALSE      269.2      0       269.2
## 164473         dh       01      FALSE      269.2      0       269.2
## 164474         dh       01      FALSE      269.2      0       269.2
## 164475         dh       01      FALSE      269.2      0       269.2
## 164476         dh       01      FALSE      269.2      0       269.2
## 164477         dh       01      FALSE      269.2      0       269.2
## 164478         dh       01      FALSE      269.2      0       269.2
## 164479         dh       01      FALSE      269.2      0       269.2
## 164480         dh       01      FALSE      269.2      0       269.2
## 164481         dh       01      FALSE      269.2      0       269.2
## 164482         dh       01      FALSE      269.2      0       269.2
## 164483         dh       01      FALSE      269.2      0       269.2
## 164484         dh       01      FALSE      269.2      0       269.2
## 164485         dh       01      FALSE      269.2      0       269.2
## 164486         dh       01      FALSE      269.2      0       269.2
## 164487         dh       01      FALSE      269.2      0       269.2
## 164488         dh       01      FALSE      269.2      0       269.2
## 164489         dh       01      FALSE      269.2      0       269.2
## 164490         dh       01      FALSE      269.2      0       269.2
## 164491         dh       01      FALSE      269.2      0       269.2
## 164492         dh       01      FALSE      269.2      0       269.2
## 164493         dh       01      FALSE      269.2      0       269.2
## 164494         dh       01      FALSE      269.2      0       269.2
## 164495         dh       01      FALSE      269.2      0       269.2
## 164496         dh       01      FALSE      269.2      0       269.2
## 164497         dh       01      FALSE      269.2      0       269.2
## 164498         dh       01      FALSE      269.2      0       269.2
## 164499         dh       01      FALSE      269.2      0       269.2
## 164500         dh       01      FALSE      269.2      0       269.2
## 164501         dh       01      FALSE      269.2      0       269.2
## 164502         dh       01      FALSE      269.2      0       269.2
## 164503         dh       01      FALSE      269.2      0       269.2
## 164504         dh       01      FALSE      269.2      0       269.2
## 164505         dh       01      FALSE      269.2      0       269.2
## 164506         dh       01      FALSE      269.2      0       269.2
## 164507         dh       01      FALSE      269.2      0       269.2
## 164508         dh       01      FALSE      269.2      0       269.2
## 164509         dh       01      FALSE      269.2      0       269.2
## 164510         dh       01      FALSE      269.2      0       269.2
## 164511         dh       01      FALSE      269.2      0       269.2
## 164512         dh       01      FALSE      269.2      0       269.2
## 164513         dh       01      FALSE      269.2      0       269.2
## 164514         dh       01      FALSE      269.2      0       269.2
## 164515         dh       01      FALSE      269.2      0       269.2
## 164516         dh       01      FALSE      269.2      0       269.2
## 164517         dh       01      FALSE      269.2      0       269.2
## 164518         dh       01      FALSE      269.2      0       269.2
## 164519         dh       01      FALSE      269.2      0       269.2
## 164520         dh       01      FALSE      269.2      0       269.2
## 164521         dh       01      FALSE      269.2      0       269.2
## 164522         dh       01      FALSE      269.2      0       269.2
## 164523         dh       01      FALSE      269.2      0       269.2
## 164524         dh       01      FALSE      269.2      0       269.2
## 164525         dh       01      FALSE      269.2      0       269.2
## 164526         dh       01      FALSE      269.2      0       269.2
## 164527         dh       01      FALSE      269.2      0       269.2
## 164528         dh       01      FALSE      269.2      0       269.2
## 164529         dh       01      FALSE      269.2      0       269.2
## 164530         dh       01      FALSE      269.2      0       269.2
## 164531         dh       01      FALSE      269.2      0       269.2
## 164532         dh       01      FALSE      269.2      0       269.2
## 164533         dh       01      FALSE      269.2      0       269.2
## 164534         dh       01      FALSE      269.2      0       269.2
## 164535         dh       01      FALSE      269.2      0       269.2
## 164536         dh       01      FALSE      269.2      0       269.2
## 164537         dh       01      FALSE      269.2      0       269.2
## 164538         dh       01      FALSE      269.2      0       269.2
## 164539         dh       01      FALSE      269.2      0       269.2
## 164540         dh       01      FALSE      269.2      0       269.2
## 164541         dh       01      FALSE      269.2      0       269.2
## 164542         dh       01      FALSE      269.2      0       269.2
## 164543         dh       01      FALSE      269.2      0       269.2
## 164544         dh       01      FALSE      269.2      0       269.2
## 164545         dh       01      FALSE      269.2      0       269.2
## 164546         dh       01      FALSE      269.2      0       269.2
## 164547         dh       01      FALSE      269.2      0       269.2
## 164548         dh       01      FALSE      269.2      0       269.2
## 164549         dh       01      FALSE      269.2      0       269.2
## 164550         dh       01      FALSE      269.2      0       269.2
## 164551         dh       01      FALSE      269.2      0       269.2
## 164552         dh       01      FALSE      269.2      0       269.2
## 164553         dh       01      FALSE      269.2      0       269.2
## 164554         dh       01      FALSE      269.2      0       269.2
## 164555         dh       01      FALSE      269.2      0       269.2
## 164556         dh       01      FALSE      269.2      0       269.2
## 164557         dh       01      FALSE      269.2      0       269.2
## 164558         dh       01      FALSE      269.2      0       269.2
## 164559         dh       01      FALSE      269.2      0       269.2
## 164560         dh       01      FALSE      269.2      0       269.2
## 164561         dh       01      FALSE      269.2      0       269.2
## 164562         dh       01      FALSE      269.2      0       269.2
## 164563         dh       01      FALSE      269.2      0       269.2
## 164564         dh       01      FALSE      269.2      0       269.2
## 164565         dh       01      FALSE      269.2      0       269.2
## 164566         dh       01      FALSE      269.2      0       269.2
## 164567         dh       01      FALSE      269.2      0       269.2
## 164568         dh       01      FALSE      269.2      0       269.2
## 164569         dh       01      FALSE      269.2      0       269.2
## 164570         dh       01      FALSE      269.2      0       269.2
## 164571         dh       01      FALSE      269.2      0       269.2
## 164572         dh       01      FALSE      269.2      0       269.2
## 164573         dh       01      FALSE      269.2      0       269.2
## 164574         dh       01      FALSE      269.2      0       269.2
## 164575         dh       01      FALSE      269.2      0       269.2
## 164576         dh       01      FALSE      269.2      0       269.2
## 164577         dh       01      FALSE      269.2      0       269.2
## 164578         dh       01      FALSE      269.2      0       269.2
## 164579         dh       01      FALSE      269.2      0       269.2
## 164580         dh       01      FALSE      269.2      0       269.2
## 164581         dh       01      FALSE      269.2      0       269.2
## 164582         dh       01      FALSE      269.2      0       269.2
## 164583         dh       01      FALSE      269.2      0       269.2
## 164584         dh       01      FALSE      269.2      0       269.2
## 164585         dh       01      FALSE      269.2      0       269.2
## 164586         dh       01      FALSE      269.2      0       269.2
## 164587         dh       01      FALSE      269.2      0       269.2
## 164588         dh       01      FALSE      269.2      0       269.2
## 164589         dh       01      FALSE      269.2      0       269.2
## 164590         dh       01      FALSE      269.2      0       269.2
## 164591         dh       01      FALSE      269.2      0       269.2
## 164592         dh       01      FALSE      269.2      0       269.2
## 164593         dh       01      FALSE      269.2      0       269.2
## 164594         dh       01      FALSE      269.2      0       269.2
## 164595         dh       01      FALSE      269.2      0       269.2
## 164596         dh       01      FALSE      269.2      0       269.2
## 164597         dh       01      FALSE      269.2      0       269.2
## 164598         dh       01      FALSE      269.2      0       269.2
## 164599         dh       01      FALSE      269.2      0       269.2
## 164600         dh       01      FALSE      269.2      0       269.2
## 164601         dh       01      FALSE      269.2      0       269.2
## 164602         dh       01      FALSE      269.2      0       269.2
## 164603         dh       01      FALSE      269.2      0       269.2
## 164604         dh       01      FALSE      269.2      0       269.2
## 164605         dh       01      FALSE      269.2      0       269.2
## 164606         dh       01      FALSE      269.2      0       269.2
## 164607         dh       01      FALSE      269.2      0       269.2
## 164608         dh       01      FALSE      269.2      0       269.2
## 164609         dh       01      FALSE      269.2      0       269.2
## 164610         dh       01      FALSE      269.2      0       269.2
## 164611         dh       01      FALSE      269.2      0       269.2
## 164612         dh       01      FALSE      269.2      0       269.2
## 164613         dh       01      FALSE      269.2      0       269.2
## 164614         dh       01      FALSE      269.2      0       269.2
## 164615         dh       01      FALSE      269.2      0       269.2
## 164616         dh       01      FALSE      269.2      0       269.2
## 164617         dh       01      FALSE      269.2      0       269.2
## 164618         dh       01      FALSE      269.2      0       269.2
## 164619         dh       01      FALSE      269.2      0       269.2
## 164620         dh       01      FALSE      269.2      0       269.2
## 164621         dh       01      FALSE      269.2      0       269.2
## 164622         dh       01      FALSE      269.2      0       269.2
## 164623         dh       01      FALSE      269.2      0       269.2
## 164624         dh       01      FALSE      269.2      0       269.2
## 164625         dh       01      FALSE      269.2      0       269.2
## 164626         dh       01      FALSE      269.2      0       269.2
## 164627         dh       01      FALSE      269.2      0       269.2
## 164628         dh       01      FALSE      269.2      0       269.2
## 164629         dh       01      FALSE      269.2      0       269.2
## 164630         dh       01      FALSE      269.2      0       269.2
## 164631         dh       01      FALSE      269.2      0       269.2
## 164632         dh       01      FALSE      269.2      0       269.2
## 164633         dh       01      FALSE      269.2      0       269.2
## 164634         dh       01      FALSE      269.2      0       269.2
## 164635         dh       01      FALSE      269.2      0       269.2
## 164636         dh       01      FALSE      269.2      0       269.2
## 164637         dh       01      FALSE      269.2      0       269.2
## 164638         dh       01      FALSE      269.2      0       269.2
## 164639         dh       01      FALSE      269.2      0       269.2
## 164640         dh       01      FALSE      269.2      0       269.2
## 164641         dh       01      FALSE      269.2      0       269.2
## 164642         dh       01      FALSE      269.2      0       269.2
## 164643         dh       01      FALSE      269.2      0       269.2
## 164644         dh       01      FALSE      269.2      0       269.2
## 164645         dh       01      FALSE      269.2      0       269.2
## 164646         dh       01      FALSE      269.2      0       269.2
## 164647         dh       01      FALSE      269.2      0       269.2
## 164648         dh       01      FALSE      269.2      0       269.2
## 164649         dh       01      FALSE      269.2      0       269.2
## 164650         dh       01      FALSE      269.2      0       269.2
## 164651         dh       01      FALSE      269.2      0       269.2
## 164652         dh       01      FALSE      269.2      0       269.2
## 164653         dh       01      FALSE      269.2      0       269.2
## 164654         dh       01      FALSE      269.2      0       269.2
## 164655         dh       01      FALSE      269.2      0       269.2
## 164656         dh       01      FALSE      269.2      0       269.2
## 164657         dh       01      FALSE      269.2      0       269.2
## 164658         dh       01      FALSE      269.2      0       269.2
## 164659         dh       01      FALSE      269.2      0       269.2
## 164660         dh       01      FALSE      269.2      0       269.2
## 164661         dh       01      FALSE      269.2      0       269.2
## 164662         dh       01      FALSE      269.2      0       269.2
## 164663         dh       01      FALSE      269.2      0       269.2
## 164664         dh       01      FALSE      269.2      0       269.2
## 164665         dh       01      FALSE      269.2      0       269.2
## 164666         dh       01      FALSE      269.2      0       269.2
## 164667         dh       01      FALSE      269.2      0       269.2
## 164668         dh       01      FALSE      269.2      0       269.2
## 164669         dh       01      FALSE      269.2      0       269.2
## 164670         dh       01      FALSE      269.2      0       269.2
## 164671         dh       01      FALSE      269.2      0       269.2
## 164672         dh       01      FALSE      269.2      0       269.2
## 164673         dh       01      FALSE      269.2      0       269.2
## 164674         dh       01      FALSE      269.2      0       269.2
## 164675         dh       01      FALSE      269.2      0       269.2
## 164676         dh       01      FALSE      269.2      0       269.2
## 164677         dh       01      FALSE      269.2      0       269.2
## 164678         dh       01      FALSE      269.2      0       269.2
## 164679         dh       01      FALSE      269.2      0       269.2
## 164680         dh       01      FALSE      269.2      0       269.2
## 164681         dh       01      FALSE      269.2      0       269.2
## 164682         dh       01      FALSE      269.2      0       269.2
## 164683         dh       01      FALSE      269.2      0       269.2
## 164684         dh       01      FALSE      269.2      0       269.2
## 164685         dh       01      FALSE      269.2      0       269.2
## 164686         dh       01      FALSE      269.2      0       269.2
## 164687         dh       01      FALSE      269.2      0       269.2
## 164688         dh       01      FALSE      269.2      0       269.2
## 164689         dh       01      FALSE      269.2      0       269.2
## 164690         dh       01      FALSE      269.2      0       269.2
## 164691         dh       01      FALSE      269.2      0       269.2
## 164692         dh       01      FALSE      269.2      0       269.2
## 164693         dh       01      FALSE      269.2      0       269.2
## 164694         dh       01      FALSE      269.2      0       269.2
## 164695         dh       01      FALSE      269.2      0       269.2
## 164696         dh       01      FALSE      269.2      0       269.2
## 164697         dh       01      FALSE      269.2      0       269.2
## 164698         dh       01      FALSE      269.2      0       269.2
## 164699         dh       01      FALSE      269.2      0       269.2
## 164700         dh       01      FALSE      269.2      0       269.2
## 164701         dh       01      FALSE      269.2      0       269.2
## 164702         dh       01      FALSE      269.2      0       269.2
## 164703         dh       01      FALSE      269.2      0       269.2
## 164704         dh       01      FALSE      269.2      0       269.2
## 164705         dh       01      FALSE      269.2      0       269.2
## 164706         dh       01      FALSE      269.2      0       269.2
## 164707         dh       01      FALSE      269.2      0       269.2
## 164708         dh       01      FALSE      269.2      0       269.2
## 164709         dh       01      FALSE      269.2      0       269.2
## 164710         dh       01      FALSE      269.2      0       269.2
## 164711         dh       01      FALSE      269.2      0       269.2
## 164712         dh       01      FALSE      269.2      0       269.2
## 164713         dh       01      FALSE      269.2      0       269.2
## 164714         dh       01      FALSE      269.2      0       269.2
## 164715         dh       01      FALSE      269.2      0       269.2
## 164716         dh       01      FALSE      269.2      0       269.2
## 164717         dh       01      FALSE      269.2      0       269.2
## 164718         dh       01      FALSE      269.2      0       269.2
## 164719         dh       01      FALSE      269.2      0       269.2
## 164720         dh       01      FALSE      269.2      0       269.2
## 164721         dh       01      FALSE      269.2      0       269.2
## 164722         dh       01      FALSE      269.2      0       269.2
## 164723         dh       01      FALSE      269.2      0       269.2
## 164724         dh       01      FALSE      269.2      0       269.2
## 164725         dh       01      FALSE      269.2      0       269.2
## 164726         dh       01      FALSE      269.2      0       269.2
## 164727         dh       01      FALSE      269.2      0       269.2
## 164728         dh       01      FALSE      269.2      0       269.2
## 164729         dh       01      FALSE      269.2      0       269.2
## 164730         dh       01      FALSE      269.2      0       269.2
## 164731         dh       01      FALSE      269.2      0       269.2
## 164732         dh       01      FALSE      269.2      0       269.2
## 164733         dh       01      FALSE      269.2      0       269.2
## 164734         dh       01      FALSE      269.2      0       269.2
## 164735         dh       01      FALSE      269.2      0       269.2
## 164736         dh       01      FALSE      269.2      0       269.2
## 164737         dh       01      FALSE      269.2      0       269.2
## 164738         dh       01      FALSE      269.2      0       269.2
## 164739         dh       01      FALSE      269.2      0       269.2
## 164740         dh       01      FALSE      269.2      0       269.2
## 164741         dh       01      FALSE      269.2      0       269.2
## 164742         dh       01      FALSE      269.2      0       269.2
## 164743         dh       01      FALSE      269.2      0       269.2
## 164744         dh       01      FALSE      269.2      0       269.2
## 164745         dh       01      FALSE      269.2      0       269.2
## 164746         dh       01      FALSE      269.2      0       269.2
## 164747         dh       01      FALSE      269.2      0       269.2
## 164748         dh       01      FALSE      269.2      0       269.2
## 164749         dh       01      FALSE      269.2      0       269.2
## 164750         dh       01      FALSE      269.2      0       269.2
## 164751         dh       01      FALSE      269.2      0       269.2
## 164752         dh       01      FALSE      269.2      0       269.2
## 164753         dh       01      FALSE      269.2      0       269.2
## 164754         dh       01      FALSE      269.2      0       269.2
## 164755         dh       01      FALSE      269.2      0       269.2
## 164756         dh       01      FALSE      269.2      0       269.2
## 164757         dh       01      FALSE      269.2      0       269.2
## 164758         dh       01      FALSE      269.2      0       269.2
## 164759         dh       01      FALSE      269.2      0       269.2
## 164760         dh       01      FALSE      269.2      0       269.2
## 164761         dh       01      FALSE      269.2      0       269.2
## 164762         dh       01      FALSE      269.2      0       269.2
## 164763         dh       01      FALSE      269.2      0       269.2
## 164764         dh       01      FALSE      269.2      0       269.2
## 164765         dh       01      FALSE      269.2      0       269.2
## 164766         dh       01      FALSE      269.2      0       269.2
## 164767         dh       01      FALSE      269.2      0       269.2
## 164768         dh       01      FALSE      269.2      0       269.2
## 164769         dh       01      FALSE      269.2      0       269.2
## 164770         dh       01      FALSE      269.2      0       269.2
## 164771         dh       01      FALSE      269.2      0       269.2
## 164772         dh       01      FALSE      269.2      0       269.2
## 164773         dh       01      FALSE      269.2      0       269.2
## 164774         dh       01      FALSE      269.2      0       269.2
## 164775         dh       01      FALSE      269.2      0       269.2
## 164776         dh       01      FALSE      269.2      0       269.2
## 164777         dh       01      FALSE      269.2      0       269.2
## 164778         dh       01      FALSE      269.2      0       269.2
## 164779         dh       01      FALSE      269.2      0       269.2
## 164780         dh       01      FALSE      269.2      0       269.2
## 164781         dh       01      FALSE      269.2      0       269.2
## 164782         dh       01      FALSE      269.2      0       269.2
## 164783         dh       01      FALSE      269.2      0       269.2
## 164784         dh       01      FALSE      269.2      0       269.2
## 164785         dh       01      FALSE      269.2      0       269.2
## 164786         dh       01      FALSE      269.2      0       269.2
## 164787         dh       01      FALSE      269.2      0       269.2
## 164788         dh       01      FALSE      269.2      0       269.2
## 164789         dh       01      FALSE      269.2      0       269.2
## 164790         dh       01      FALSE      269.2      0       269.2
## 164791         dh       01      FALSE      269.2      0       269.2
## 164792         dh       01      FALSE      269.2      0       269.2
## 164793         dh       01      FALSE      269.2      0       269.2
## 164794         dh       01      FALSE      269.2      0       269.2
## 164795         dh       01      FALSE      269.2      0       269.2
## 164796         dh       01      FALSE      269.2      0       269.2
## 164797         dh       01      FALSE      269.2      0       269.2
## 164798         dh       01      FALSE      269.2      0       269.2
## 164799         dh       01      FALSE      269.2      0       269.2
## 164800         dh       01      FALSE      269.2      0       269.2
## 164801         dh       01      FALSE      269.2      0       269.2
## 164802         dh       01      FALSE      269.2      0       269.2
## 164803         dh       01      FALSE      269.2      0       269.2
## 164804         dh       01      FALSE      269.2      0       269.2
## 164805         dh       01      FALSE      269.2      0       269.2
## 164806         dh       01      FALSE      269.2      0       269.2
## 164807         dh       01      FALSE      269.2      0       269.2
## 164808         dh       01      FALSE      269.2      0       269.2
## 164809         dh       01      FALSE      269.2      0       269.2
## 164810         dh       01      FALSE      269.2      0       269.2
## 164811         dh       01      FALSE      269.2      0       269.2
## 164812         dh       01      FALSE      269.2      0       269.2
## 164813         dh       01      FALSE      269.2      0       269.2
## 164814         dh       01      FALSE      269.2      0       269.2
## 164815         dh       01      FALSE      269.2      0       269.2
## 164816         dh       01      FALSE      269.2      0       269.2
## 164817         dh       01      FALSE      269.2      0       269.2
## 164818         dh       01      FALSE      269.2      0       269.2
## 164819         dh       01      FALSE      269.2      0       269.2
## 164820         dh       01      FALSE      269.2      0       269.2
## 164821         dh       01      FALSE      269.2      0       269.2
## 164822         dh       01      FALSE      269.2      0       269.2
## 164823         dh       01      FALSE      269.2      0       269.2
## 164824         dh       01      FALSE      269.2      0       269.2
## 164825         dh       01      FALSE      269.2      0       269.2
## 164826         dh       01      FALSE      269.2      0       269.2
## 164827         dh       01      FALSE      269.2      0       269.2
## 164828         dh       01      FALSE      269.2      0       269.2
## 164829         dh       01      FALSE      269.2      0       269.2
## 164830         dh       01      FALSE      269.2      0       269.2
## 164831         dh       01      FALSE      269.2      0       269.2
## 164832         dh       01      FALSE      269.2      0       269.2
## 164833         dh       01      FALSE      269.2      0       269.2
## 164834         dh       01      FALSE      269.2      0       269.2
## 164835         dh       01      FALSE      269.2      0       269.2
## 164836         dh       01      FALSE      269.2      0       269.2
## 164837         dh       01      FALSE      269.2      0       269.2
## 164838         dh       01      FALSE      269.2      0       269.2
## 164839         dh       01      FALSE      269.2      0       269.2
## 164840         dh       01      FALSE      269.2      0       269.2
## 164841         dh       01      FALSE      269.2      0       269.2
## 164842         dh       01      FALSE      269.2      0       269.2
## 164843         dh       01      FALSE      269.2      0       269.2
## 164844         dh       01      FALSE      269.2      0       269.2
## 164845         dh       01      FALSE      269.2      0       269.2
## 164846         dh       01      FALSE      269.2      0       269.2
## 164847         dh       01      FALSE      269.2      0       269.2
## 164848         dh       01      FALSE      269.2      0       269.2
## 164849         dh       01      FALSE      269.2      0       269.2
## 164850         dh       01      FALSE      269.2      0       269.2
## 164851         dh       01      FALSE      269.2      0       269.2
## 164852         dh       01      FALSE      269.2      0       269.2
## 164853         dh       01      FALSE      269.2      0       269.2
## 164854         dh       01      FALSE      269.2      0       269.2
## 164855         dh       01      FALSE      269.2      0       269.2
## 164856         dh       01      FALSE      269.2      0       269.2
## 164857         dh       01      FALSE      269.2      0       269.2
## 164858         dh       01      FALSE      269.2      0       269.2
## 164859         dh       01      FALSE      269.2      0       269.2
## 164860         dh       01      FALSE      269.2      0       269.2
## 164861         dh       01      FALSE      269.2      0       269.2
## 164862         dh       01      FALSE      269.2      0       269.2
## 164863         dh       01      FALSE      269.2      0       269.2
## 164864         dh       01      FALSE      269.2      0       269.2
## 164865         dh       01      FALSE      269.2      0       269.2
## 164866         dh       01      FALSE      269.2      0       269.2
## 164867         dh       01      FALSE      269.2      0       269.2
## 164868         dh       01      FALSE      269.2      0       269.2
## 164869         dh       01      FALSE      269.2      0       269.2
## 164870         dh       01      FALSE      269.2      0       269.2
## 164871         dh       01      FALSE      269.2      0       269.2
## 164872         dh       01      FALSE      269.2      0       269.2
## 164873         dh       01      FALSE      269.2      0       269.2
## 164874         dh       01      FALSE      269.2      0       269.2
## 164875         dh       01      FALSE      269.2      0       269.2
## 164876         dh       01      FALSE      269.2      0       269.2
## 164877         dh       01      FALSE      269.2      0       269.2
## 164878         dh       01      FALSE      269.2      0       269.2
## 164879         dh       01      FALSE      269.2      0       269.2
## 164880         dh       01      FALSE      269.2      0       269.2
## 164881         dh       01      FALSE      269.2      0       269.2
## 164882         dh       01      FALSE      269.2      0       269.2
## 164883         dh       01      FALSE      269.2      0       269.2
## 164884         dh       01      FALSE      269.2      0       269.2
## 164885         dh       01      FALSE      269.2      0       269.2
## 164886         dh       01      FALSE      269.2      0       269.2
## 164887         dh       01      FALSE      269.2      0       269.2
## 164888         dh       01      FALSE      269.2      0       269.2
## 164889         dh       01      FALSE      269.2      0       269.2
## 164890         dh       01      FALSE      269.2      0       269.2
## 164891         dh       01      FALSE      269.2      0       269.2
## 164892         dh       01      FALSE      269.2      0       269.2
## 164893         dh       01      FALSE      269.2      0       269.2
## 164894         dh       01      FALSE      269.2      0       269.2
## 164895         dh       01      FALSE      269.2      0       269.2
## 164896         dh       01      FALSE      269.2      0       269.2
## 164897         dh       01      FALSE      269.2      0       269.2
## 164898         dh       01      FALSE      269.2      0       269.2
## 164899         dh       01      FALSE      269.2      0       269.2
## 164900         dh       01      FALSE      269.2      0       269.2
## 164901         dh       01      FALSE      269.2      0       269.2
## 164902         dh       01      FALSE      269.2      0       269.2
## 164903         dh       01      FALSE      269.2      0       269.2
## 164904         dh       01      FALSE      269.2      0       269.2
## 164905         dh       01      FALSE      269.2      0       269.2
## 164906         dh       01      FALSE      269.2      0       269.2
## 164907         dh       01      FALSE      269.2      0       269.2
## 164908         dh       01      FALSE      269.2      0       269.2
## 164909         dh       01      FALSE      269.2      0       269.2
## 164910         dh       01      FALSE      269.2      0       269.2
## 164911         dh       01      FALSE      269.2      0       269.2
## 164912         dh       01      FALSE      269.2      0       269.2
## 164913         dh       01      FALSE      269.2      0       269.2
## 164914         dh       01      FALSE      269.2      0       269.2
## 164915         dh       01      FALSE      269.2      0       269.2
## 164916         dh       01      FALSE      269.2      0       269.2
## 164917         dh       01      FALSE      269.2      0       269.2
## 164918         dh       01      FALSE      269.2      0       269.2
## 164919         dh       01      FALSE      269.2      0       269.2
## 164920         dh       01      FALSE      269.2      0       269.2
## 164921         dh       01      FALSE      269.2      0       269.2
## 164922         dh       01      FALSE      269.2      0       269.2
## 164923         dh       01      FALSE      269.2      0       269.2
## 164924         dh       01      FALSE      269.2      0       269.2
## 164925         dh       01      FALSE      269.2      0       269.2
## 164926         dh       01      FALSE      269.2      0       269.2
## 164927         dh       01      FALSE      269.2      0       269.2
## 164928         dh       01      FALSE      269.2      0       269.2
## 164929         dh       01      FALSE      269.2      0       269.2
## 164930         dh       01      FALSE      269.2      0       269.2
## 164931         dh       01      FALSE      269.2      0       269.2
## 164932         dh       01      FALSE      269.2      0       269.2
## 164933         dh       01      FALSE      269.2      0       269.2
## 164934         dh       01      FALSE      269.2      0       269.2
## 164935         dh       01      FALSE      269.2      0       269.2
## 164936         dh       01      FALSE      269.2      0       269.2
## 164937         dh       01      FALSE      269.2      0       269.2
## 164938         dh       01      FALSE      269.2      0       269.2
## 164939         dh       01      FALSE      269.2      0       269.2
## 164940         dh       01      FALSE      269.2      0       269.2
## 164941         dh       01      FALSE      269.2      0       269.2
## 164942         dh       01      FALSE      269.2      0       269.2
## 164943         dh       01      FALSE      269.2      0       269.2
## 164944         dh       01      FALSE      269.2      0       269.2
## 164945         dh       01      FALSE      269.2      0       269.2
## 164946         dh       01      FALSE      269.2      0       269.2
## 164947         dh       01      FALSE      269.2      0       269.2
## 164948         dh       01      FALSE      269.2      0       269.2
## 164949         dh       01      FALSE      269.2      0       269.2
## 164950         dh       01      FALSE      269.2      0       269.2
## 164951         dh       01      FALSE      269.2      0       269.2
## 164952         dh       01      FALSE      269.2      0       269.2
## 164953         dh       01      FALSE      269.2      0       269.2
## 164954         dh       01      FALSE      269.2      0       269.2
## 164955         dh       01      FALSE      269.2      0       269.2
## 164956         dh       01      FALSE      269.2      0       269.2
## 164957         dh       01      FALSE      269.2      0       269.2
## 164958         dh       01      FALSE      269.2      0       269.2
## 164959         dh       01      FALSE      269.2      0       269.2
## 164960         dh       01      FALSE      269.2      0       269.2
## 164961         dh       01      FALSE      269.2      0       269.2
## 164962         dh       01      FALSE      269.2      0       269.2
## 164963         dh       01      FALSE      269.2      0       269.2
## 164964         dh       01      FALSE      269.2      0       269.2
## 164965         dh       01      FALSE      269.2      0       269.2
## 164966         dh       01      FALSE      269.2      0       269.2
## 164967         dh       01      FALSE      269.2      0       269.2
## 164968         dh       01      FALSE      269.2      0       269.2
## 164969         dh       01      FALSE      269.2      0       269.2
## 164970         dh       01      FALSE      269.2      0       269.2
## 164971         dh       01      FALSE      269.2      0       269.2
## 164972         dh       01      FALSE      269.2      0       269.2
## 164973         dh       01      FALSE      269.2      0       269.2
## 164974         dh       01      FALSE      269.2      0       269.2
## 164975         dh       01      FALSE      269.2      0       269.2
## 164976         dh       01      FALSE      269.2      0       269.2
## 164977         dh       01      FALSE      269.2      0       269.2
## 164978         dh       01      FALSE      269.2      0       269.2
## 164979         dh       01      FALSE      269.2      0       269.2
## 164980         dh       01      FALSE      269.2      0       269.2
## 164981         dh       01      FALSE      269.2      0       269.2
## 164982         dh       01      FALSE      269.2      0       269.2
## 164983         dh       01      FALSE      269.2      0       269.2
## 164984         dh       01      FALSE      269.2      0       269.2
## 164985         dh       01      FALSE      269.2      0       269.2
## 164986         dh       01      FALSE      269.2      0       269.2
## 164987         dh       01      FALSE      269.2      0       269.2
## 164988         dh       01      FALSE      269.2      0       269.2
## 164989         dh       01      FALSE      269.2      0       269.2
## 164990         dh       01      FALSE      269.2      0       269.2
## 164991         dh       01      FALSE      269.2      0       269.2
## 164992         dh       01      FALSE      269.2      0       269.2
## 164993         dh       01      FALSE      269.2      0       269.2
## 164994         dh       01      FALSE      269.2      0       269.2
## 164995         dh       01      FALSE      269.2      0       269.2
## 164996         dh       01      FALSE      269.2      0       269.2
## 164997         dh       01      FALSE      269.2      0       269.2
## 164998         dh       01      FALSE      269.2      0       269.2
## 164999         dh       01      FALSE      269.2      0       269.2
## 165000         dh       01      FALSE      269.2      0       269.2
## 165001         dh       01      FALSE      269.2      0       269.2
## 165002         dh       01      FALSE      269.2      0       269.2
## 165003         dh       01      FALSE      269.2      0       269.2
## 165004         dh       01      FALSE      269.2      0       269.2
## 165005         dh       01      FALSE      269.2      0       269.2
## 165006         dh       01      FALSE      269.2      0       269.2
## 165007         dh       01      FALSE      269.2      0       269.2
## 165008         dh       01      FALSE      269.2      0       269.2
## 165009         dh       01      FALSE      269.2      0       269.2
## 165010         dh       01      FALSE      269.2      0       269.2
## 165011         dh       01      FALSE      269.2      0       269.2
## 165012         dh       01      FALSE      269.2      0       269.2
## 165013         dh       01      FALSE      269.2      0       269.2
## 165014         dh       01      FALSE      269.2      0       269.2
## 165015         dh       01      FALSE      269.2      0       269.2
## 165016         dh       01      FALSE      269.2      0       269.2
## 165017         dh       01      FALSE      269.2      0       269.2
## 165018         dh       01      FALSE      269.2      0       269.2
## 165019         dh       01      FALSE      269.2      0       269.2
## 165020         dh       01      FALSE      269.2      0       269.2
## 165021         dh       01      FALSE      269.2      0       269.2
## 165022         dh       01      FALSE      269.2      0       269.2
## 165023         dh       01      FALSE      269.2      0       269.2
## 165024         dh       01      FALSE      269.2      0       269.2
## 165025         dh       01      FALSE      269.2      0       269.2
## 165026         dh       01      FALSE      269.2      0       269.2
## 165027         dh       01      FALSE      269.2      0       269.2
## 165028         dh       01      FALSE      269.2      0       269.2
## 165029         dh       01      FALSE      269.2      0       269.2
## 165030         dh       01      FALSE      269.2      0       269.2
## 165031         dh       01      FALSE      269.2      0       269.2
## 165032         dh       01      FALSE      269.2      0       269.2
## 165033         dh       01      FALSE      269.2      0       269.2
## 165034         dh       01      FALSE      269.2      0       269.2
## 165035         dh       01      FALSE      269.2      0       269.2
## 165036         dh       01      FALSE      269.2      0       269.2
## 165037         dh       01      FALSE      269.2      0       269.2
## 165038         dh       01      FALSE      269.2      0       269.2
## 165039         dh       01      FALSE      269.2      0       269.2
## 165040         dh       01      FALSE      269.2      0       269.2
## 165041         dh       01      FALSE      269.2      0       269.2
## 165042         dh       01      FALSE      269.2      0       269.2
## 165043         dh       01      FALSE      269.2      0       269.2
## 165044         dh       01      FALSE      269.2      0       269.2
## 165045         dh       01      FALSE      269.2      0       269.2
## 165046         dh       01      FALSE      269.2      0       269.2
## 165047         dh       01      FALSE      269.2      0       269.2
## 165048         dh       01      FALSE      269.2      0       269.2
## 165049         dh       01      FALSE      269.2      0       269.2
## 165050         dh       01      FALSE      269.2      0       269.2
## 165051         dh       01      FALSE      269.2      0       269.2
## 165052         dh       01      FALSE      269.2      0       269.2
## 165053         dh       01      FALSE      269.2      0       269.2
## 165054         dh       01      FALSE      269.2      0       269.2
## 165055         dh       01      FALSE      269.2      0       269.2
## 165056         dh       01      FALSE      269.2      0       269.2
## 165057         dh       01      FALSE      269.2      0       269.2
## 165058         dh       01      FALSE      269.2      0       269.2
## 165059         dh       01      FALSE      269.2      0       269.2
## 165060         dh       01      FALSE      269.2      0       269.2
## 165061         dh       01      FALSE      269.2      0       269.2
## 165062         dh       01      FALSE      269.2      0       269.2
## 165063         dh       01      FALSE      269.2      0       269.2
## 165064         dh       01      FALSE      269.2      0       269.2
## 165065         dh       01      FALSE      269.2      0       269.2
## 165066         dh       01      FALSE      269.2      0       269.2
## 165067         dh       01      FALSE      269.2      0       269.2
## 165068         dh       01      FALSE      269.2      0       269.2
## 165069         dh       01      FALSE      269.2      0       269.2
## 165070         dh       01      FALSE      269.2      0       269.2
## 165071         dh       01      FALSE      269.2      0       269.2
## 165072         dh       01      FALSE      269.2      0       269.2
## 165073         dh       01      FALSE      269.2      0       269.2
## 165074         dh       01      FALSE      269.2      0       269.2
## 165075         dh       01      FALSE      269.2      0       269.2
## 165076         dh       01      FALSE      269.2      0       269.2
## 165077         dh       01      FALSE      269.2      0       269.2
## 165078         dh       01      FALSE      269.2      0       269.2
## 165079         dh       01      FALSE      269.2      0       269.2
## 165080         dh       01      FALSE      269.2      0       269.2
## 165081         dh       01      FALSE      269.2      0       269.2
## 165082         dh       01      FALSE      269.2      0       269.2
## 165083         dh       01      FALSE      269.2      0       269.2
## 165084         dh       01      FALSE      269.2      0       269.2
## 165085         dh       01      FALSE      269.2      0       269.2
## 165086         dh       01      FALSE      269.2      0       269.2
## 165087         dh       01      FALSE      269.2      0       269.2
## 165088         dh       01      FALSE      269.2      0       269.2
## 165089         dh       01      FALSE      269.2      0       269.2
## 165090         dh       01      FALSE      269.2      0       269.2
## 165091         dh       01      FALSE      269.2      0       269.2
## 165092         dh       01      FALSE      269.2      0       269.2
## 165093         dh       01      FALSE      269.2      0       269.2
## 165094         dh       01      FALSE      269.2      0       269.2
## 165095         dh       01      FALSE      269.2      0       269.2
## 165096         dh       01      FALSE      269.2      0       269.2
## 165097         dh       01      FALSE      269.2      0       269.2
## 165098         dh       01      FALSE      269.2      0       269.2
## 165099         dh       01      FALSE      269.2      0       269.2
## 165100         dh       01      FALSE      269.2      0       269.2
## 165101         dh       01      FALSE      269.2      0       269.2
## 165102         dh       01      FALSE      269.2      0       269.2
## 165103         dh       01      FALSE      269.2      0       269.2
## 165104         dh       01      FALSE      269.2      0       269.2
## 165105         dh       01      FALSE      269.2      0       269.2
## 165106         dh       01      FALSE      269.2      0       269.2
## 165107         dh       01      FALSE      269.2      0       269.2
## 165108         dh       01      FALSE      269.2      0       269.2
## 165109         dh       01      FALSE      269.2      0       269.2
## 165110         dh       01      FALSE      269.2      0       269.2
## 165111         dh       01      FALSE      269.2      0       269.2
## 165112         dh       01      FALSE      269.2      0       269.2
## 165113         dh       01      FALSE      269.2      0       269.2
## 165114         dh       01      FALSE      269.2      0       269.2
## 165115         dh       01      FALSE      269.2      0       269.2
## 165116         dh       01      FALSE      269.2      0       269.2
## 165117         dh       01      FALSE      269.2      0       269.2
## 165118         dh       01      FALSE      269.2      0       269.2
## 165119         dh       01      FALSE      269.2      0       269.2
## 165120         dh       01      FALSE      269.2      0       269.2
## 165121         dh       01      FALSE      269.2      0       269.2
## 165122         dh       01      FALSE      269.2      0       269.2
## 165123         dh       01      FALSE      269.2      0       269.2
## 165124         dh       01      FALSE      269.2      0       269.2
## 165125         dh       01      FALSE      269.2      0       269.2
## 165126         dh       01      FALSE      269.2      0       269.2
## 165127         dh       01      FALSE      269.2      0       269.2
## 165128         dh       01      FALSE      269.2      0       269.2
## 165129         dh       01      FALSE      269.2      0       269.2
## 165130         dh       01      FALSE      269.2      0       269.2
## 165131         dh       01      FALSE      269.2      0       269.2
## 165132         dh       01      FALSE      269.2      0       269.2
## 165133         dh       01      FALSE      269.2      0       269.2
## 165134         dh       01      FALSE      269.2      0       269.2
## 165135         dh       01      FALSE      269.2      0       269.2
##        mefuelused dgfuelused breadthmoulded breadthextreme depthextreme
## 164349      f0004      d0001             58             58        31.25
## 164350      f0004      d0001             58             58        31.25
## 164351      f0004      d0001             58             58        31.25
## 164352      f0004      d0001             58             58        31.25
## 164353      f0004      d0001             58             58        31.25
## 164354      f0004      d0001             58             58        31.25
## 164355      f0004      d0001             58             58        31.25
## 164356      f0004      d0001             58             58        31.25
## 164357      f0004      d0001             58             58        31.25
## 164358      f0004      d0001             58             58        31.25
## 164359      f0004      d0001             58             58        31.25
## 164360      f0004      d0001             58             58        31.25
## 164361      f0004      d0001             58             58        31.25
## 164362      f0004      d0001             58             58        31.25
## 164363      f0004      d0001             58             58        31.25
## 164364      f0004      d0001             58             58        31.25
## 164365      f0004      d0001             58             58        31.25
## 164366      f0004      d0001             58             58        31.25
## 164367      f0004      d0001             58             58        31.25
## 164368      f0004      d0001             58             58        31.25
## 164369      f0004      d0001             58             58        31.25
## 164370      f0004      d0001             58             58        31.25
## 164371      f0004      d0001             58             58        31.25
## 164372      f0004      d0001             58             58        31.25
## 164373      f0004      d0001             58             58        31.25
## 164374      f0004      d0001             58             58        31.25
## 164375      f0004      d0001             58             58        31.25
## 164376      f0004      d0001             58             58        31.25
## 164377      f0004      d0001             58             58        31.25
## 164378      f0004      d0001             58             58        31.25
## 164379      f0004      d0001             58             58        31.25
## 164380      f0004      d0001             58             58        31.25
## 164381      f0004      d0001             58             58        31.25
## 164382      f0004      d0001             58             58        31.25
## 164383      f0004      d0001             58             58        31.25
## 164384      f0004      d0001             58             58        31.25
## 164385      f0004      d0001             58             58        31.25
## 164386      f0004      d0001             58             58        31.25
## 164387      f0004      d0001             58             58        31.25
## 164388      f0004      d0001             58             58        31.25
## 164389      f0004      d0001             58             58        31.25
## 164390      f0004      d0001             58             58        31.25
## 164391      f0004      d0001             58             58        31.25
## 164392      f0004      d0001             58             58        31.25
## 164393      f0004      d0001             58             58        31.25
## 164394      f0004      d0001             58             58        31.25
## 164395      f0004      d0001             58             58        31.25
## 164396      f0004      d0001             58             58        31.25
## 164397      f0004      d0001             58             58        31.25
## 164398      f0004      d0001             58             58        31.25
## 164399      f0004      d0001             58             58        31.25
## 164400      f0004      d0001             58             58        31.25
## 164401      f0004      d0001             58             58        31.25
## 164402      f0004      d0001             58             58        31.25
## 164403      f0004      d0001             58             58        31.25
## 164404      f0004      d0001             58             58        31.25
## 164405      f0004      d0001             58             58        31.25
## 164406      f0004      d0001             58             58        31.25
## 164407      f0004      d0001             58             58        31.25
## 164408      f0004      d0001             58             58        31.25
## 164409      f0004      d0001             58             58        31.25
## 164410      f0004      d0001             58             58        31.25
## 164411      f0004      d0001             58             58        31.25
## 164412      f0004      d0001             58             58        31.25
## 164413      f0004      d0001             58             58        31.25
## 164414      f0004      d0001             58             58        31.25
## 164415      f0004      d0001             58             58        31.25
## 164416      f0004      d0001             58             58        31.25
## 164417      f0004      d0001             58             58        31.25
## 164418      f0004      d0001             58             58        31.25
## 164419      f0004      d0001             58             58        31.25
## 164420      f0004      d0001             58             58        31.25
## 164421      f0004      d0001             58             58        31.25
## 164422      f0004      d0001             58             58        31.25
## 164423      f0004      d0001             58             58        31.25
## 164424      f0004      d0001             58             58        31.25
## 164425      f0004      d0001             58             58        31.25
## 164426      f0004      d0001             58             58        31.25
## 164427      f0004      d0001             58             58        31.25
## 164428      f0004      d0001             58             58        31.25
## 164429      f0004      d0001             58             58        31.25
## 164430      f0004      d0001             58             58        31.25
## 164431      f0004      d0001             58             58        31.25
## 164432      f0004      d0001             58             58        31.25
## 164433      f0004      d0001             58             58        31.25
## 164434      f0004      d0001             58             58        31.25
## 164435      f0004      d0001             58             58        31.25
## 164436      f0004      d0001             58             58        31.25
## 164437      f0004      d0001             58             58        31.25
## 164438      f0004      d0001             58             58        31.25
## 164439      f0004      d0001             58             58        31.25
## 164440      f0004      d0001             58             58        31.25
## 164441      f0004      d0001             58             58        31.25
## 164442      f0004      d0001             58             58        31.25
## 164443      f0004      d0001             58             58        31.25
## 164444      f0004      d0001             58             58        31.25
## 164445      f0004      d0001             58             58        31.25
## 164446      f0004      d0001             58             58        31.25
## 164447      f0004      d0001             58             58        31.25
## 164448      f0004      d0001             58             58        31.25
## 164449      f0004      d0001             58             58        31.25
## 164450      f0004      d0001             58             58        31.25
## 164451      f0004      d0001             58             58        31.25
## 164452      f0004      d0001             58             58        31.25
## 164453      f0004      d0001             58             58        31.25
## 164454      f0004      d0001             58             58        31.25
## 164455      f0004      d0001             58             58        31.25
## 164456      f0004      d0001             58             58        31.25
## 164457      f0004      d0001             58             58        31.25
## 164458      f0004      d0001             58             58        31.25
## 164459      f0004      d0001             58             58        31.25
## 164460      f0004      d0001             58             58        31.25
## 164461      f0004      d0001             58             58        31.25
## 164462      f0004      d0001             58             58        31.25
## 164463      f0004      d0001             58             58        31.25
## 164464      f0004      d0001             58             58        31.25
## 164465      f0004      d0001             58             58        31.25
## 164466      f0004      d0001             58             58        31.25
## 164467      f0004      d0001             58             58        31.25
## 164468      f0004      d0001             58             58        31.25
## 164469      f0004      d0001             58             58        31.25
## 164470      f0004      d0001             58             58        31.25
## 164471      f0004      d0001             58             58        31.25
## 164472      f0004      d0001             58             58        31.25
## 164473      f0004      d0001             58             58        31.25
## 164474      f0004      d0001             58             58        31.25
## 164475      f0004      d0001             58             58        31.25
## 164476      f0004      d0001             58             58        31.25
## 164477      f0004      d0001             58             58        31.25
## 164478      f0004      d0001             58             58        31.25
## 164479      f0004      d0001             58             58        31.25
## 164480      f0004      d0001             58             58        31.25
## 164481      f0004      d0001             58             58        31.25
## 164482      f0004      d0001             58             58        31.25
## 164483      f0004      d0001             58             58        31.25
## 164484      f0004      d0001             58             58        31.25
## 164485      f0004      d0001             58             58        31.25
## 164486      f0004      d0001             58             58        31.25
## 164487      f0004      d0001             58             58        31.25
## 164488      f0004      d0001             58             58        31.25
## 164489      f0004      d0001             58             58        31.25
## 164490      f0004      d0001             58             58        31.25
## 164491      f0004      d0001             58             58        31.25
## 164492      f0004      d0001             58             58        31.25
## 164493      f0004      d0001             58             58        31.25
## 164494      f0004      d0001             58             58        31.25
## 164495      f0004      d0001             58             58        31.25
## 164496      f0004      d0001             58             58        31.25
## 164497      f0004      d0001             58             58        31.25
## 164498      f0004      d0001             58             58        31.25
## 164499      f0004      d0001             58             58        31.25
## 164500      f0004      d0001             58             58        31.25
## 164501      f0004      d0001             58             58        31.25
## 164502      f0004      d0001             58             58        31.25
## 164503      f0004      d0001             58             58        31.25
## 164504      f0004      d0001             58             58        31.25
## 164505      f0004      d0001             58             58        31.25
## 164506      f0004      d0001             58             58        31.25
## 164507      f0004      d0001             58             58        31.25
## 164508      f0004      d0001             58             58        31.25
## 164509      f0004      d0001             58             58        31.25
## 164510      f0004      d0001             58             58        31.25
## 164511      f0004      d0001             58             58        31.25
## 164512      f0004      d0001             58             58        31.25
## 164513      f0004      d0001             58             58        31.25
## 164514      f0004      d0001             58             58        31.25
## 164515      f0004      d0001             58             58        31.25
## 164516      f0004      d0001             58             58        31.25
## 164517      f0004      d0001             58             58        31.25
## 164518      f0004      d0001             58             58        31.25
## 164519      f0004      d0001             58             58        31.25
## 164520      f0004      d0001             58             58        31.25
## 164521      f0004      d0001             58             58        31.25
## 164522      f0004      d0001             58             58        31.25
## 164523      f0004      d0001             58             58        31.25
## 164524      f0004      d0001             58             58        31.25
## 164525      f0004      d0001             58             58        31.25
## 164526      f0004      d0001             58             58        31.25
## 164527      f0004      d0001             58             58        31.25
## 164528      f0004      d0001             58             58        31.25
## 164529      f0004      d0001             58             58        31.25
## 164530      f0004      d0001             58             58        31.25
## 164531      f0004      d0001             58             58        31.25
## 164532      f0004      d0001             58             58        31.25
## 164533      f0004      d0001             58             58        31.25
## 164534      f0004      d0001             58             58        31.25
## 164535      f0004      d0001             58             58        31.25
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## 164582      f0004      d0001             58             58        31.25
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## 164957      f0004      d0001             58             58        31.25
## 164958      f0004      d0001             58             58        31.25
## 164959      f0004      d0001             58             58        31.25
## 164960      f0004      d0001             58             58        31.25
## 164961      f0004      d0001             58             58        31.25
## 164962      f0004      d0001             58             58        31.25
## 164963      f0004      d0001             58             58        31.25
## 164964      f0004      d0001             58             58        31.25
## 164965      f0004      d0001             58             58        31.25
## 164966      f0004      d0001             58             58        31.25
## 164967      f0004      d0001             58             58        31.25
## 164968      f0004      d0001             58             58        31.25
## 164969      f0004      d0001             58             58        31.25
## 164970      f0004      d0001             58             58        31.25
## 164971      f0004      d0001             58             58        31.25
## 164972      f0004      d0001             58             58        31.25
## 164973      f0004      d0001             58             58        31.25
## 164974      f0004      d0001             58             58        31.25
## 164975      f0004      d0001             58             58        31.25
## 164976      f0004      d0001             58             58        31.25
## 164977      f0004      d0001             58             58        31.25
## 164978      f0004      d0001             58             58        31.25
## 164979      f0004      d0001             58             58        31.25
## 164980      f0004      d0001             58             58        31.25
## 164981      f0004      d0001             58             58        31.25
## 164982      f0004      d0001             58             58        31.25
## 164983      f0004      d0001             58             58        31.25
## 164984      f0004      d0001             58             58        31.25
## 164985      f0004      d0001             58             58        31.25
## 164986      f0004      d0001             58             58        31.25
## 164987      f0004      d0001             58             58        31.25
## 164988      f0004      d0001             58             58        31.25
## 164989      f0004      d0001             58             58        31.25
## 164990      f0004      d0001             58             58        31.25
## 164991      f0004      d0001             58             58        31.25
## 164992      f0004      d0001             58             58        31.25
## 164993      f0004      d0001             58             58        31.25
## 164994      f0004      d0001             58             58        31.25
## 164995      f0004      d0001             58             58        31.25
## 164996      f0004      d0001             58             58        31.25
## 164997      f0004      d0001             58             58        31.25
## 164998      f0004      d0001             58             58        31.25
## 164999      f0004      d0001             58             58        31.25
## 165000      f0004      d0001             58             58        31.25
## 165001      f0004      d0001             58             58        31.25
## 165002      f0004      d0001             58             58        31.25
## 165003      f0004      d0001             58             58        31.25
## 165004      f0004      d0001             58             58        31.25
## 165005      f0004      d0001             58             58        31.25
## 165006      f0004      d0001             58             58        31.25
## 165007      f0004      d0001             58             58        31.25
## 165008      f0004      d0001             58             58        31.25
## 165009      f0004      d0001             58             58        31.25
## 165010      f0004      d0001             58             58        31.25
## 165011      f0004      d0001             58             58        31.25
## 165012      f0004      d0001             58             58        31.25
## 165013      f0004      d0001             58             58        31.25
## 165014      f0004      d0001             58             58        31.25
## 165015      f0004      d0001             58             58        31.25
## 165016      f0004      d0001             58             58        31.25
## 165017      f0004      d0001             58             58        31.25
## 165018      f0004      d0001             58             58        31.25
## 165019      f0004      d0001             58             58        31.25
## 165020      f0004      d0001             58             58        31.25
## 165021      f0004      d0001             58             58        31.25
## 165022      f0004      d0001             58             58        31.25
## 165023      f0004      d0001             58             58        31.25
## 165024      f0004      d0001             58             58        31.25
## 165025      f0004      d0001             58             58        31.25
## 165026      f0004      d0001             58             58        31.25
## 165027      f0004      d0001             58             58        31.25
## 165028      f0004      d0001             58             58        31.25
## 165029      f0004      d0001             58             58        31.25
## 165030      f0004      d0001             58             58        31.25
## 165031      f0004      d0001             58             58        31.25
## 165032      f0004      d0001             58             58        31.25
## 165033      f0004      d0001             58             58        31.25
## 165034      f0004      d0001             58             58        31.25
## 165035      f0004      d0001             58             58        31.25
## 165036      f0004      d0001             58             58        31.25
## 165037      f0004      d0001             58             58        31.25
## 165038      f0004      d0001             58             58        31.25
## 165039      f0004      d0001             58             58        31.25
## 165040      f0004      d0001             58             58        31.25
## 165041      f0004      d0001             58             58        31.25
## 165042      f0004      d0001             58             58        31.25
## 165043      f0004      d0001             58             58        31.25
## 165044      f0004      d0001             58             58        31.25
## 165045      f0004      d0001             58             58        31.25
## 165046      f0004      d0001             58             58        31.25
## 165047      f0004      d0001             58             58        31.25
## 165048      f0004      d0001             58             58        31.25
## 165049      f0004      d0001             58             58        31.25
## 165050      f0004      d0001             58             58        31.25
## 165051      f0004      d0001             58             58        31.25
## 165052      f0004      d0001             58             58        31.25
## 165053      f0004      d0001             58             58        31.25
## 165054      f0004      d0001             58             58        31.25
## 165055      f0004      d0001             58             58        31.25
## 165056      f0004      d0001             58             58        31.25
## 165057      f0004      d0001             58             58        31.25
## 165058      f0004      d0001             58             58        31.25
## 165059      f0004      d0001             58             58        31.25
## 165060      f0004      d0001             58             58        31.25
## 165061      f0004      d0001             58             58        31.25
## 165062      f0004      d0001             58             58        31.25
## 165063      f0004      d0001             58             58        31.25
## 165064      f0004      d0001             58             58        31.25
## 165065      f0004      d0001             58             58        31.25
## 165066      f0004      d0001             58             58        31.25
## 165067      f0004      d0001             58             58        31.25
## 165068      f0004      d0001             58             58        31.25
## 165069      f0004      d0001             58             58        31.25
## 165070      f0004      d0001             58             58        31.25
## 165071      f0004      d0001             58             58        31.25
## 165072      f0004      d0001             58             58        31.25
## 165073      f0004      d0001             58             58        31.25
## 165074      f0004      d0001             58             58        31.25
## 165075      f0004      d0001             58             58        31.25
## 165076      f0004      d0001             58             58        31.25
## 165077      f0004      d0001             58             58        31.25
## 165078      f0004      d0001             58             58        31.25
## 165079      f0004      d0001             58             58        31.25
## 165080      f0004      d0001             58             58        31.25
## 165081      f0004      d0001             58             58        31.25
## 165082      f0004      d0001             58             58        31.25
## 165083      f0004      d0001             58             58        31.25
## 165084      f0004      d0001             58             58        31.25
## 165085      f0004      d0001             58             58        31.25
## 165086      f0004      d0001             58             58        31.25
## 165087      f0004      d0001             58             58        31.25
## 165088      f0004      d0001             58             58        31.25
## 165089      f0004      d0001             58             58        31.25
## 165090      f0004      d0001             58             58        31.25
## 165091      f0004      d0001             58             58        31.25
## 165092      f0004      d0001             58             58        31.25
## 165093      f0004      d0001             58             58        31.25
## 165094      f0004      d0001             58             58        31.25
## 165095      f0004      d0001             58             58        31.25
## 165096      f0004      d0001             58             58        31.25
## 165097      f0004      d0001             58             58        31.25
## 165098      f0004      d0001             58             58        31.25
## 165099      f0004      d0001             58             58        31.25
## 165100      f0004      d0001             58             58        31.25
## 165101      f0004      d0001             58             58        31.25
## 165102      f0004      d0001             58             58        31.25
## 165103      f0004      d0001             58             58        31.25
## 165104      f0004      d0001             58             58        31.25
## 165105      f0004      d0001             58             58        31.25
## 165106      f0004      d0001             58             58        31.25
## 165107      f0004      d0001             58             58        31.25
## 165108      f0004      d0001             58             58        31.25
## 165109      f0004      d0001             58             58        31.25
## 165110      f0004      d0001             58             58        31.25
## 165111      f0004      d0001             58             58        31.25
## 165112      f0004      d0001             58             58        31.25
## 165113      f0004      d0001             58             58        31.25
## 165114      f0004      d0001             58             58        31.25
## 165115      f0004      d0001             58             58        31.25
## 165116      f0004      d0001             58             58        31.25
## 165117      f0004      d0001             58             58        31.25
## 165118      f0004      d0001             58             58        31.25
## 165119      f0004      d0001             58             58        31.25
## 165120      f0004      d0001             58             58        31.25
## 165121      f0004      d0001             58             58        31.25
## 165122      f0004      d0001             58             58        31.25
## 165123      f0004      d0001             58             58        31.25
## 165124      f0004      d0001             58             58        31.25
## 165125      f0004      d0001             58             58        31.25
## 165126      f0004      d0001             58             58        31.25
## 165127      f0004      d0001             58             58        31.25
## 165128      f0004      d0001             58             58        31.25
## 165129      f0004      d0001             58             58        31.25
## 165130      f0004      d0001             58             58        31.25
## 165131      f0004      d0001             58             58        31.25
## 165132      f0004      d0001             58             58        31.25
## 165133      f0004      d0001             58             58        31.25
## 165134      f0004      d0001             58             58        31.25
## 165135      f0004      d0001             58             58        31.25
##           loa lbp pitchtype propellerpitch counterfitted winterdwt
## 164349 333.28 318         f           7.18          TRUE    295009
## 164350 333.28 318         f           7.18          TRUE    295009
## 164351 333.28 318         f           7.18          TRUE    295009
## 164352 333.28 318         f           7.18          TRUE    295009
## 164353 333.28 318         f           7.18          TRUE    295009
## 164354 333.28 318         f           7.18          TRUE    295009
## 164355 333.28 318         f           7.18          TRUE    295009
## 164356 333.28 318         f           7.18          TRUE    295009
## 164357 333.28 318         f           7.18          TRUE    295009
## 164358 333.28 318         f           7.18          TRUE    295009
## 164359 333.28 318         f           7.18          TRUE    295009
## 164360 333.28 318         f           7.18          TRUE    295009
## 164361 333.28 318         f           7.18          TRUE    295009
## 164362 333.28 318         f           7.18          TRUE    295009
## 164363 333.28 318         f           7.18          TRUE    295009
## 164364 333.28 318         f           7.18          TRUE    295009
## 164365 333.28 318         f           7.18          TRUE    295009
## 164366 333.28 318         f           7.18          TRUE    295009
## 164367 333.28 318         f           7.18          TRUE    295009
## 164368 333.28 318         f           7.18          TRUE    295009
## 164369 333.28 318         f           7.18          TRUE    295009
## 164370 333.28 318         f           7.18          TRUE    295009
## 164371 333.28 318         f           7.18          TRUE    295009
## 164372 333.28 318         f           7.18          TRUE    295009
## 164373 333.28 318         f           7.18          TRUE    295009
## 164374 333.28 318         f           7.18          TRUE    295009
## 164375 333.28 318         f           7.18          TRUE    295009
## 164376 333.28 318         f           7.18          TRUE    295009
## 164377 333.28 318         f           7.18          TRUE    295009
## 164378 333.28 318         f           7.18          TRUE    295009
## 164379 333.28 318         f           7.18          TRUE    295009
## 164380 333.28 318         f           7.18          TRUE    295009
## 164381 333.28 318         f           7.18          TRUE    295009
## 164382 333.28 318         f           7.18          TRUE    295009
## 164383 333.28 318         f           7.18          TRUE    295009
## 164384 333.28 318         f           7.18          TRUE    295009
## 164385 333.28 318         f           7.18          TRUE    295009
## 164386 333.28 318         f           7.18          TRUE    295009
## 164387 333.28 318         f           7.18          TRUE    295009
## 164388 333.28 318         f           7.18          TRUE    295009
## 164389 333.28 318         f           7.18          TRUE    295009
## 164390 333.28 318         f           7.18          TRUE    295009
## 164391 333.28 318         f           7.18          TRUE    295009
## 164392 333.28 318         f           7.18          TRUE    295009
## 164393 333.28 318         f           7.18          TRUE    295009
## 164394 333.28 318         f           7.18          TRUE    295009
## 164395 333.28 318         f           7.18          TRUE    295009
## 164396 333.28 318         f           7.18          TRUE    295009
## 164397 333.28 318         f           7.18          TRUE    295009
## 164398 333.28 318         f           7.18          TRUE    295009
## 164399 333.28 318         f           7.18          TRUE    295009
## 164400 333.28 318         f           7.18          TRUE    295009
## 164401 333.28 318         f           7.18          TRUE    295009
## 164402 333.28 318         f           7.18          TRUE    295009
## 164403 333.28 318         f           7.18          TRUE    295009
## 164404 333.28 318         f           7.18          TRUE    295009
## 164405 333.28 318         f           7.18          TRUE    295009
## 164406 333.28 318         f           7.18          TRUE    295009
## 164407 333.28 318         f           7.18          TRUE    295009
## 164408 333.28 318         f           7.18          TRUE    295009
## 164409 333.28 318         f           7.18          TRUE    295009
## 164410 333.28 318         f           7.18          TRUE    295009
## 164411 333.28 318         f           7.18          TRUE    295009
## 164412 333.28 318         f           7.18          TRUE    295009
## 164413 333.28 318         f           7.18          TRUE    295009
## 164414 333.28 318         f           7.18          TRUE    295009
## 164415 333.28 318         f           7.18          TRUE    295009
## 164416 333.28 318         f           7.18          TRUE    295009
## 164417 333.28 318         f           7.18          TRUE    295009
## 164418 333.28 318         f           7.18          TRUE    295009
## 164419 333.28 318         f           7.18          TRUE    295009
## 164420 333.28 318         f           7.18          TRUE    295009
## 164421 333.28 318         f           7.18          TRUE    295009
## 164422 333.28 318         f           7.18          TRUE    295009
## 164423 333.28 318         f           7.18          TRUE    295009
## 164424 333.28 318         f           7.18          TRUE    295009
## 164425 333.28 318         f           7.18          TRUE    295009
## 164426 333.28 318         f           7.18          TRUE    295009
## 164427 333.28 318         f           7.18          TRUE    295009
## 164428 333.28 318         f           7.18          TRUE    295009
## 164429 333.28 318         f           7.18          TRUE    295009
## 164430 333.28 318         f           7.18          TRUE    295009
## 164431 333.28 318         f           7.18          TRUE    295009
## 164432 333.28 318         f           7.18          TRUE    295009
## 164433 333.28 318         f           7.18          TRUE    295009
## 164434 333.28 318         f           7.18          TRUE    295009
## 164435 333.28 318         f           7.18          TRUE    295009
## 164436 333.28 318         f           7.18          TRUE    295009
## 164437 333.28 318         f           7.18          TRUE    295009
## 164438 333.28 318         f           7.18          TRUE    295009
## 164439 333.28 318         f           7.18          TRUE    295009
## 164440 333.28 318         f           7.18          TRUE    295009
## 164441 333.28 318         f           7.18          TRUE    295009
## 164442 333.28 318         f           7.18          TRUE    295009
## 164443 333.28 318         f           7.18          TRUE    295009
## 164444 333.28 318         f           7.18          TRUE    295009
## 164445 333.28 318         f           7.18          TRUE    295009
## 164446 333.28 318         f           7.18          TRUE    295009
## 164447 333.28 318         f           7.18          TRUE    295009
## 164448 333.28 318         f           7.18          TRUE    295009
## 164449 333.28 318         f           7.18          TRUE    295009
## 164450 333.28 318         f           7.18          TRUE    295009
## 164451 333.28 318         f           7.18          TRUE    295009
## 164452 333.28 318         f           7.18          TRUE    295009
## 164453 333.28 318         f           7.18          TRUE    295009
## 164454 333.28 318         f           7.18          TRUE    295009
## 164455 333.28 318         f           7.18          TRUE    295009
## 164456 333.28 318         f           7.18          TRUE    295009
## 164457 333.28 318         f           7.18          TRUE    295009
## 164458 333.28 318         f           7.18          TRUE    295009
## 164459 333.28 318         f           7.18          TRUE    295009
## 164460 333.28 318         f           7.18          TRUE    295009
## 164461 333.28 318         f           7.18          TRUE    295009
## 164462 333.28 318         f           7.18          TRUE    295009
## 164463 333.28 318         f           7.18          TRUE    295009
## 164464 333.28 318         f           7.18          TRUE    295009
## 164465 333.28 318         f           7.18          TRUE    295009
## 164466 333.28 318         f           7.18          TRUE    295009
## 164467 333.28 318         f           7.18          TRUE    295009
## 164468 333.28 318         f           7.18          TRUE    295009
## 164469 333.28 318         f           7.18          TRUE    295009
## 164470 333.28 318         f           7.18          TRUE    295009
## 164471 333.28 318         f           7.18          TRUE    295009
## 164472 333.28 318         f           7.18          TRUE    295009
## 164473 333.28 318         f           7.18          TRUE    295009
## 164474 333.28 318         f           7.18          TRUE    295009
## 164475 333.28 318         f           7.18          TRUE    295009
## 164476 333.28 318         f           7.18          TRUE    295009
## 164477 333.28 318         f           7.18          TRUE    295009
## 164478 333.28 318         f           7.18          TRUE    295009
## 164479 333.28 318         f           7.18          TRUE    295009
## 164480 333.28 318         f           7.18          TRUE    295009
## 164481 333.28 318         f           7.18          TRUE    295009
## 164482 333.28 318         f           7.18          TRUE    295009
## 164483 333.28 318         f           7.18          TRUE    295009
## 164484 333.28 318         f           7.18          TRUE    295009
## 164485 333.28 318         f           7.18          TRUE    295009
## 164486 333.28 318         f           7.18          TRUE    295009
## 164487 333.28 318         f           7.18          TRUE    295009
## 164488 333.28 318         f           7.18          TRUE    295009
## 164489 333.28 318         f           7.18          TRUE    295009
## 164490 333.28 318         f           7.18          TRUE    295009
## 164491 333.28 318         f           7.18          TRUE    295009
## 164492 333.28 318         f           7.18          TRUE    295009
## 164493 333.28 318         f           7.18          TRUE    295009
## 164494 333.28 318         f           7.18          TRUE    295009
## 164495 333.28 318         f           7.18          TRUE    295009
## 164496 333.28 318         f           7.18          TRUE    295009
## 164497 333.28 318         f           7.18          TRUE    295009
## 164498 333.28 318         f           7.18          TRUE    295009
## 164499 333.28 318         f           7.18          TRUE    295009
## 164500 333.28 318         f           7.18          TRUE    295009
## 164501 333.28 318         f           7.18          TRUE    295009
## 164502 333.28 318         f           7.18          TRUE    295009
## 164503 333.28 318         f           7.18          TRUE    295009
## 164504 333.28 318         f           7.18          TRUE    295009
## 164505 333.28 318         f           7.18          TRUE    295009
## 164506 333.28 318         f           7.18          TRUE    295009
## 164507 333.28 318         f           7.18          TRUE    295009
## 164508 333.28 318         f           7.18          TRUE    295009
## 164509 333.28 318         f           7.18          TRUE    295009
## 164510 333.28 318         f           7.18          TRUE    295009
## 164511 333.28 318         f           7.18          TRUE    295009
## 164512 333.28 318         f           7.18          TRUE    295009
## 164513 333.28 318         f           7.18          TRUE    295009
## 164514 333.28 318         f           7.18          TRUE    295009
## 164515 333.28 318         f           7.18          TRUE    295009
## 164516 333.28 318         f           7.18          TRUE    295009
## 164517 333.28 318         f           7.18          TRUE    295009
## 164518 333.28 318         f           7.18          TRUE    295009
## 164519 333.28 318         f           7.18          TRUE    295009
## 164520 333.28 318         f           7.18          TRUE    295009
## 164521 333.28 318         f           7.18          TRUE    295009
## 164522 333.28 318         f           7.18          TRUE    295009
## 164523 333.28 318         f           7.18          TRUE    295009
## 164524 333.28 318         f           7.18          TRUE    295009
## 164525 333.28 318         f           7.18          TRUE    295009
## 164526 333.28 318         f           7.18          TRUE    295009
## 164527 333.28 318         f           7.18          TRUE    295009
## 164528 333.28 318         f           7.18          TRUE    295009
## 164529 333.28 318         f           7.18          TRUE    295009
## 164530 333.28 318         f           7.18          TRUE    295009
## 164531 333.28 318         f           7.18          TRUE    295009
## 164532 333.28 318         f           7.18          TRUE    295009
## 164533 333.28 318         f           7.18          TRUE    295009
## 164534 333.28 318         f           7.18          TRUE    295009
## 164535 333.28 318         f           7.18          TRUE    295009
## 164536 333.28 318         f           7.18          TRUE    295009
## 164537 333.28 318         f           7.18          TRUE    295009
## 164538 333.28 318         f           7.18          TRUE    295009
## 164539 333.28 318         f           7.18          TRUE    295009
## 164540 333.28 318         f           7.18          TRUE    295009
## 164541 333.28 318         f           7.18          TRUE    295009
## 164542 333.28 318         f           7.18          TRUE    295009
## 164543 333.28 318         f           7.18          TRUE    295009
## 164544 333.28 318         f           7.18          TRUE    295009
## 164545 333.28 318         f           7.18          TRUE    295009
## 164546 333.28 318         f           7.18          TRUE    295009
## 164547 333.28 318         f           7.18          TRUE    295009
## 164548 333.28 318         f           7.18          TRUE    295009
## 164549 333.28 318         f           7.18          TRUE    295009
## 164550 333.28 318         f           7.18          TRUE    295009
## 164551 333.28 318         f           7.18          TRUE    295009
## 164552 333.28 318         f           7.18          TRUE    295009
## 164553 333.28 318         f           7.18          TRUE    295009
## 164554 333.28 318         f           7.18          TRUE    295009
## 164555 333.28 318         f           7.18          TRUE    295009
## 164556 333.28 318         f           7.18          TRUE    295009
## 164557 333.28 318         f           7.18          TRUE    295009
## 164558 333.28 318         f           7.18          TRUE    295009
## 164559 333.28 318         f           7.18          TRUE    295009
## 164560 333.28 318         f           7.18          TRUE    295009
## 164561 333.28 318         f           7.18          TRUE    295009
## 164562 333.28 318         f           7.18          TRUE    295009
## 164563 333.28 318         f           7.18          TRUE    295009
## 164564 333.28 318         f           7.18          TRUE    295009
## 164565 333.28 318         f           7.18          TRUE    295009
## 164566 333.28 318         f           7.18          TRUE    295009
## 164567 333.28 318         f           7.18          TRUE    295009
## 164568 333.28 318         f           7.18          TRUE    295009
## 164569 333.28 318         f           7.18          TRUE    295009
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## 164951 333.28 318         f           7.18          TRUE    295009
## 164952 333.28 318         f           7.18          TRUE    295009
## 164953 333.28 318         f           7.18          TRUE    295009
## 164954 333.28 318         f           7.18          TRUE    295009
## 164955 333.28 318         f           7.18          TRUE    295009
## 164956 333.28 318         f           7.18          TRUE    295009
## 164957 333.28 318         f           7.18          TRUE    295009
## 164958 333.28 318         f           7.18          TRUE    295009
## 164959 333.28 318         f           7.18          TRUE    295009
## 164960 333.28 318         f           7.18          TRUE    295009
## 164961 333.28 318         f           7.18          TRUE    295009
## 164962 333.28 318         f           7.18          TRUE    295009
## 164963 333.28 318         f           7.18          TRUE    295009
## 164964 333.28 318         f           7.18          TRUE    295009
## 164965 333.28 318         f           7.18          TRUE    295009
## 164966 333.28 318         f           7.18          TRUE    295009
## 164967 333.28 318         f           7.18          TRUE    295009
## 164968 333.28 318         f           7.18          TRUE    295009
## 164969 333.28 318         f           7.18          TRUE    295009
## 164970 333.28 318         f           7.18          TRUE    295009
## 164971 333.28 318         f           7.18          TRUE    295009
## 164972 333.28 318         f           7.18          TRUE    295009
## 164973 333.28 318         f           7.18          TRUE    295009
## 164974 333.28 318         f           7.18          TRUE    295009
## 164975 333.28 318         f           7.18          TRUE    295009
## 164976 333.28 318         f           7.18          TRUE    295009
## 164977 333.28 318         f           7.18          TRUE    295009
## 164978 333.28 318         f           7.18          TRUE    295009
## 164979 333.28 318         f           7.18          TRUE    295009
## 164980 333.28 318         f           7.18          TRUE    295009
## 164981 333.28 318         f           7.18          TRUE    295009
## 164982 333.28 318         f           7.18          TRUE    295009
## 164983 333.28 318         f           7.18          TRUE    295009
## 164984 333.28 318         f           7.18          TRUE    295009
## 164985 333.28 318         f           7.18          TRUE    295009
## 164986 333.28 318         f           7.18          TRUE    295009
## 164987 333.28 318         f           7.18          TRUE    295009
## 164988 333.28 318         f           7.18          TRUE    295009
## 164989 333.28 318         f           7.18          TRUE    295009
## 164990 333.28 318         f           7.18          TRUE    295009
## 164991 333.28 318         f           7.18          TRUE    295009
## 164992 333.28 318         f           7.18          TRUE    295009
## 164993 333.28 318         f           7.18          TRUE    295009
## 164994 333.28 318         f           7.18          TRUE    295009
## 164995 333.28 318         f           7.18          TRUE    295009
## 164996 333.28 318         f           7.18          TRUE    295009
## 164997 333.28 318         f           7.18          TRUE    295009
## 164998 333.28 318         f           7.18          TRUE    295009
## 164999 333.28 318         f           7.18          TRUE    295009
## 165000 333.28 318         f           7.18          TRUE    295009
## 165001 333.28 318         f           7.18          TRUE    295009
## 165002 333.28 318         f           7.18          TRUE    295009
## 165003 333.28 318         f           7.18          TRUE    295009
## 165004 333.28 318         f           7.18          TRUE    295009
## 165005 333.28 318         f           7.18          TRUE    295009
## 165006 333.28 318         f           7.18          TRUE    295009
## 165007 333.28 318         f           7.18          TRUE    295009
## 165008 333.28 318         f           7.18          TRUE    295009
## 165009 333.28 318         f           7.18          TRUE    295009
## 165010 333.28 318         f           7.18          TRUE    295009
## 165011 333.28 318         f           7.18          TRUE    295009
## 165012 333.28 318         f           7.18          TRUE    295009
## 165013 333.28 318         f           7.18          TRUE    295009
## 165014 333.28 318         f           7.18          TRUE    295009
## 165015 333.28 318         f           7.18          TRUE    295009
## 165016 333.28 318         f           7.18          TRUE    295009
## 165017 333.28 318         f           7.18          TRUE    295009
## 165018 333.28 318         f           7.18          TRUE    295009
## 165019 333.28 318         f           7.18          TRUE    295009
## 165020 333.28 318         f           7.18          TRUE    295009
## 165021 333.28 318         f           7.18          TRUE    295009
## 165022 333.28 318         f           7.18          TRUE    295009
## 165023 333.28 318         f           7.18          TRUE    295009
## 165024 333.28 318         f           7.18          TRUE    295009
## 165025 333.28 318         f           7.18          TRUE    295009
## 165026 333.28 318         f           7.18          TRUE    295009
## 165027 333.28 318         f           7.18          TRUE    295009
## 165028 333.28 318         f           7.18          TRUE    295009
## 165029 333.28 318         f           7.18          TRUE    295009
## 165030 333.28 318         f           7.18          TRUE    295009
## 165031 333.28 318         f           7.18          TRUE    295009
## 165032 333.28 318         f           7.18          TRUE    295009
## 165033 333.28 318         f           7.18          TRUE    295009
## 165034 333.28 318         f           7.18          TRUE    295009
## 165035 333.28 318         f           7.18          TRUE    295009
## 165036 333.28 318         f           7.18          TRUE    295009
## 165037 333.28 318         f           7.18          TRUE    295009
## 165038 333.28 318         f           7.18          TRUE    295009
## 165039 333.28 318         f           7.18          TRUE    295009
## 165040 333.28 318         f           7.18          TRUE    295009
## 165041 333.28 318         f           7.18          TRUE    295009
## 165042 333.28 318         f           7.18          TRUE    295009
## 165043 333.28 318         f           7.18          TRUE    295009
## 165044 333.28 318         f           7.18          TRUE    295009
## 165045 333.28 318         f           7.18          TRUE    295009
## 165046 333.28 318         f           7.18          TRUE    295009
## 165047 333.28 318         f           7.18          TRUE    295009
## 165048 333.28 318         f           7.18          TRUE    295009
## 165049 333.28 318         f           7.18          TRUE    295009
## 165050 333.28 318         f           7.18          TRUE    295009
## 165051 333.28 318         f           7.18          TRUE    295009
## 165052 333.28 318         f           7.18          TRUE    295009
## 165053 333.28 318         f           7.18          TRUE    295009
## 165054 333.28 318         f           7.18          TRUE    295009
## 165055 333.28 318         f           7.18          TRUE    295009
## 165056 333.28 318         f           7.18          TRUE    295009
## 165057 333.28 318         f           7.18          TRUE    295009
## 165058 333.28 318         f           7.18          TRUE    295009
## 165059 333.28 318         f           7.18          TRUE    295009
## 165060 333.28 318         f           7.18          TRUE    295009
## 165061 333.28 318         f           7.18          TRUE    295009
## 165062 333.28 318         f           7.18          TRUE    295009
## 165063 333.28 318         f           7.18          TRUE    295009
## 165064 333.28 318         f           7.18          TRUE    295009
## 165065 333.28 318         f           7.18          TRUE    295009
## 165066 333.28 318         f           7.18          TRUE    295009
## 165067 333.28 318         f           7.18          TRUE    295009
## 165068 333.28 318         f           7.18          TRUE    295009
## 165069 333.28 318         f           7.18          TRUE    295009
## 165070 333.28 318         f           7.18          TRUE    295009
## 165071 333.28 318         f           7.18          TRUE    295009
## 165072 333.28 318         f           7.18          TRUE    295009
## 165073 333.28 318         f           7.18          TRUE    295009
## 165074 333.28 318         f           7.18          TRUE    295009
## 165075 333.28 318         f           7.18          TRUE    295009
## 165076 333.28 318         f           7.18          TRUE    295009
## 165077 333.28 318         f           7.18          TRUE    295009
## 165078 333.28 318         f           7.18          TRUE    295009
## 165079 333.28 318         f           7.18          TRUE    295009
## 165080 333.28 318         f           7.18          TRUE    295009
## 165081 333.28 318         f           7.18          TRUE    295009
## 165082 333.28 318         f           7.18          TRUE    295009
## 165083 333.28 318         f           7.18          TRUE    295009
## 165084 333.28 318         f           7.18          TRUE    295009
## 165085 333.28 318         f           7.18          TRUE    295009
## 165086 333.28 318         f           7.18          TRUE    295009
## 165087 333.28 318         f           7.18          TRUE    295009
## 165088 333.28 318         f           7.18          TRUE    295009
## 165089 333.28 318         f           7.18          TRUE    295009
## 165090 333.28 318         f           7.18          TRUE    295009
## 165091 333.28 318         f           7.18          TRUE    295009
## 165092 333.28 318         f           7.18          TRUE    295009
## 165093 333.28 318         f           7.18          TRUE    295009
## 165094 333.28 318         f           7.18          TRUE    295009
## 165095 333.28 318         f           7.18          TRUE    295009
## 165096 333.28 318         f           7.18          TRUE    295009
## 165097 333.28 318         f           7.18          TRUE    295009
## 165098 333.28 318         f           7.18          TRUE    295009
## 165099 333.28 318         f           7.18          TRUE    295009
## 165100 333.28 318         f           7.18          TRUE    295009
## 165101 333.28 318         f           7.18          TRUE    295009
## 165102 333.28 318         f           7.18          TRUE    295009
## 165103 333.28 318         f           7.18          TRUE    295009
## 165104 333.28 318         f           7.18          TRUE    295009
## 165105 333.28 318         f           7.18          TRUE    295009
## 165106 333.28 318         f           7.18          TRUE    295009
## 165107 333.28 318         f           7.18          TRUE    295009
## 165108 333.28 318         f           7.18          TRUE    295009
## 165109 333.28 318         f           7.18          TRUE    295009
## 165110 333.28 318         f           7.18          TRUE    295009
## 165111 333.28 318         f           7.18          TRUE    295009
## 165112 333.28 318         f           7.18          TRUE    295009
## 165113 333.28 318         f           7.18          TRUE    295009
## 165114 333.28 318         f           7.18          TRUE    295009
## 165115 333.28 318         f           7.18          TRUE    295009
## 165116 333.28 318         f           7.18          TRUE    295009
## 165117 333.28 318         f           7.18          TRUE    295009
## 165118 333.28 318         f           7.18          TRUE    295009
## 165119 333.28 318         f           7.18          TRUE    295009
## 165120 333.28 318         f           7.18          TRUE    295009
## 165121 333.28 318         f           7.18          TRUE    295009
## 165122 333.28 318         f           7.18          TRUE    295009
## 165123 333.28 318         f           7.18          TRUE    295009
## 165124 333.28 318         f           7.18          TRUE    295009
## 165125 333.28 318         f           7.18          TRUE    295009
## 165126 333.28 318         f           7.18          TRUE    295009
## 165127 333.28 318         f           7.18          TRUE    295009
## 165128 333.28 318         f           7.18          TRUE    295009
## 165129 333.28 318         f           7.18          TRUE    295009
## 165130 333.28 318         f           7.18          TRUE    295009
## 165131 333.28 318         f           7.18          TRUE    295009
## 165132 333.28 318         f           7.18          TRUE    295009
## 165133 333.28 318         f           7.18          TRUE    295009
## 165134 333.28 318         f           7.18          TRUE    295009
## 165135 333.28 318         f           7.18          TRUE    295009
##        summerdwt tropicaldwt lightshipdwt winterdraft summerdraft
## 164349    302986      311282        47871       22.06       22.53
## 164350    302986      311282        47871       22.06       22.53
## 164351    302986      311282        47871       22.06       22.53
## 164352    302986      311282        47871       22.06       22.53
## 164353    302986      311282        47871       22.06       22.53
## 164354    302986      311282        47871       22.06       22.53
## 164355    302986      311282        47871       22.06       22.53
## 164356    302986      311282        47871       22.06       22.53
## 164357    302986      311282        47871       22.06       22.53
## 164358    302986      311282        47871       22.06       22.53
## 164359    302986      311282        47871       22.06       22.53
## 164360    302986      311282        47871       22.06       22.53
## 164361    302986      311282        47871       22.06       22.53
## 164362    302986      311282        47871       22.06       22.53
## 164363    302986      311282        47871       22.06       22.53
## 164364    302986      311282        47871       22.06       22.53
## 164365    302986      311282        47871       22.06       22.53
## 164366    302986      311282        47871       22.06       22.53
## 164367    302986      311282        47871       22.06       22.53
## 164368    302986      311282        47871       22.06       22.53
## 164369    302986      311282        47871       22.06       22.53
## 164370    302986      311282        47871       22.06       22.53
## 164371    302986      311282        47871       22.06       22.53
## 164372    302986      311282        47871       22.06       22.53
## 164373    302986      311282        47871       22.06       22.53
## 164374    302986      311282        47871       22.06       22.53
## 164375    302986      311282        47871       22.06       22.53
## 164376    302986      311282        47871       22.06       22.53
## 164377    302986      311282        47871       22.06       22.53
## 164378    302986      311282        47871       22.06       22.53
## 164379    302986      311282        47871       22.06       22.53
## 164380    302986      311282        47871       22.06       22.53
## 164381    302986      311282        47871       22.06       22.53
## 164382    302986      311282        47871       22.06       22.53
## 164383    302986      311282        47871       22.06       22.53
## 164384    302986      311282        47871       22.06       22.53
## 164385    302986      311282        47871       22.06       22.53
## 164386    302986      311282        47871       22.06       22.53
## 164387    302986      311282        47871       22.06       22.53
## 164388    302986      311282        47871       22.06       22.53
## 164389    302986      311282        47871       22.06       22.53
## 164390    302986      311282        47871       22.06       22.53
## 164391    302986      311282        47871       22.06       22.53
## 164392    302986      311282        47871       22.06       22.53
## 164393    302986      311282        47871       22.06       22.53
## 164394    302986      311282        47871       22.06       22.53
## 164395    302986      311282        47871       22.06       22.53
## 164396    302986      311282        47871       22.06       22.53
## 164397    302986      311282        47871       22.06       22.53
## 164398    302986      311282        47871       22.06       22.53
## 164399    302986      311282        47871       22.06       22.53
## 164400    302986      311282        47871       22.06       22.53
## 164401    302986      311282        47871       22.06       22.53
## 164402    302986      311282        47871       22.06       22.53
## 164403    302986      311282        47871       22.06       22.53
## 164404    302986      311282        47871       22.06       22.53
## 164405    302986      311282        47871       22.06       22.53
## 164406    302986      311282        47871       22.06       22.53
## 164407    302986      311282        47871       22.06       22.53
## 164408    302986      311282        47871       22.06       22.53
## 164409    302986      311282        47871       22.06       22.53
## 164410    302986      311282        47871       22.06       22.53
## 164411    302986      311282        47871       22.06       22.53
## 164412    302986      311282        47871       22.06       22.53
## 164413    302986      311282        47871       22.06       22.53
## 164414    302986      311282        47871       22.06       22.53
## 164415    302986      311282        47871       22.06       22.53
## 164416    302986      311282        47871       22.06       22.53
## 164417    302986      311282        47871       22.06       22.53
## 164418    302986      311282        47871       22.06       22.53
## 164419    302986      311282        47871       22.06       22.53
## 164420    302986      311282        47871       22.06       22.53
## 164421    302986      311282        47871       22.06       22.53
## 164422    302986      311282        47871       22.06       22.53
## 164423    302986      311282        47871       22.06       22.53
## 164424    302986      311282        47871       22.06       22.53
## 164425    302986      311282        47871       22.06       22.53
## 164426    302986      311282        47871       22.06       22.53
## 164427    302986      311282        47871       22.06       22.53
## 164428    302986      311282        47871       22.06       22.53
## 164429    302986      311282        47871       22.06       22.53
## 164430    302986      311282        47871       22.06       22.53
## 164431    302986      311282        47871       22.06       22.53
## 164432    302986      311282        47871       22.06       22.53
## 164433    302986      311282        47871       22.06       22.53
## 164434    302986      311282        47871       22.06       22.53
## 164435    302986      311282        47871       22.06       22.53
## 164436    302986      311282        47871       22.06       22.53
## 164437    302986      311282        47871       22.06       22.53
## 164438    302986      311282        47871       22.06       22.53
## 164439    302986      311282        47871       22.06       22.53
## 164440    302986      311282        47871       22.06       22.53
## 164441    302986      311282        47871       22.06       22.53
## 164442    302986      311282        47871       22.06       22.53
## 164443    302986      311282        47871       22.06       22.53
## 164444    302986      311282        47871       22.06       22.53
## 164445    302986      311282        47871       22.06       22.53
## 164446    302986      311282        47871       22.06       22.53
## 164447    302986      311282        47871       22.06       22.53
## 164448    302986      311282        47871       22.06       22.53
## 164449    302986      311282        47871       22.06       22.53
## 164450    302986      311282        47871       22.06       22.53
## 164451    302986      311282        47871       22.06       22.53
## 164452    302986      311282        47871       22.06       22.53
## 164453    302986      311282        47871       22.06       22.53
## 164454    302986      311282        47871       22.06       22.53
## 164455    302986      311282        47871       22.06       22.53
## 164456    302986      311282        47871       22.06       22.53
## 164457    302986      311282        47871       22.06       22.53
## 164458    302986      311282        47871       22.06       22.53
## 164459    302986      311282        47871       22.06       22.53
## 164460    302986      311282        47871       22.06       22.53
## 164461    302986      311282        47871       22.06       22.53
## 164462    302986      311282        47871       22.06       22.53
## 164463    302986      311282        47871       22.06       22.53
## 164464    302986      311282        47871       22.06       22.53
## 164465    302986      311282        47871       22.06       22.53
## 164466    302986      311282        47871       22.06       22.53
## 164467    302986      311282        47871       22.06       22.53
## 164468    302986      311282        47871       22.06       22.53
## 164469    302986      311282        47871       22.06       22.53
## 164470    302986      311282        47871       22.06       22.53
## 164471    302986      311282        47871       22.06       22.53
## 164472    302986      311282        47871       22.06       22.53
## 164473    302986      311282        47871       22.06       22.53
## 164474    302986      311282        47871       22.06       22.53
## 164475    302986      311282        47871       22.06       22.53
## 164476    302986      311282        47871       22.06       22.53
## 164477    302986      311282        47871       22.06       22.53
## 164478    302986      311282        47871       22.06       22.53
## 164479    302986      311282        47871       22.06       22.53
## 164480    302986      311282        47871       22.06       22.53
## 164481    302986      311282        47871       22.06       22.53
## 164482    302986      311282        47871       22.06       22.53
## 164483    302986      311282        47871       22.06       22.53
## 164484    302986      311282        47871       22.06       22.53
## 164485    302986      311282        47871       22.06       22.53
## 164486    302986      311282        47871       22.06       22.53
## 164487    302986      311282        47871       22.06       22.53
## 164488    302986      311282        47871       22.06       22.53
## 164489    302986      311282        47871       22.06       22.53
## 164490    302986      311282        47871       22.06       22.53
## 164491    302986      311282        47871       22.06       22.53
## 164492    302986      311282        47871       22.06       22.53
## 164493    302986      311282        47871       22.06       22.53
## 164494    302986      311282        47871       22.06       22.53
## 164495    302986      311282        47871       22.06       22.53
## 164496    302986      311282        47871       22.06       22.53
## 164497    302986      311282        47871       22.06       22.53
## 164498    302986      311282        47871       22.06       22.53
## 164499    302986      311282        47871       22.06       22.53
## 164500    302986      311282        47871       22.06       22.53
## 164501    302986      311282        47871       22.06       22.53
## 164502    302986      311282        47871       22.06       22.53
## 164503    302986      311282        47871       22.06       22.53
## 164504    302986      311282        47871       22.06       22.53
## 164505    302986      311282        47871       22.06       22.53
## 164506    302986      311282        47871       22.06       22.53
## 164507    302986      311282        47871       22.06       22.53
## 164508    302986      311282        47871       22.06       22.53
## 164509    302986      311282        47871       22.06       22.53
## 164510    302986      311282        47871       22.06       22.53
## 164511    302986      311282        47871       22.06       22.53
## 164512    302986      311282        47871       22.06       22.53
## 164513    302986      311282        47871       22.06       22.53
## 164514    302986      311282        47871       22.06       22.53
## 164515    302986      311282        47871       22.06       22.53
## 164516    302986      311282        47871       22.06       22.53
## 164517    302986      311282        47871       22.06       22.53
## 164518    302986      311282        47871       22.06       22.53
## 164519    302986      311282        47871       22.06       22.53
## 164520    302986      311282        47871       22.06       22.53
## 164521    302986      311282        47871       22.06       22.53
## 164522    302986      311282        47871       22.06       22.53
## 164523    302986      311282        47871       22.06       22.53
## 164524    302986      311282        47871       22.06       22.53
## 164525    302986      311282        47871       22.06       22.53
## 164526    302986      311282        47871       22.06       22.53
## 164527    302986      311282        47871       22.06       22.53
## 164528    302986      311282        47871       22.06       22.53
## 164529    302986      311282        47871       22.06       22.53
## 164530    302986      311282        47871       22.06       22.53
## 164531    302986      311282        47871       22.06       22.53
## 164532    302986      311282        47871       22.06       22.53
## 164533    302986      311282        47871       22.06       22.53
## 164534    302986      311282        47871       22.06       22.53
## 164535    302986      311282        47871       22.06       22.53
## 164536    302986      311282        47871       22.06       22.53
## 164537    302986      311282        47871       22.06       22.53
## 164538    302986      311282        47871       22.06       22.53
## 164539    302986      311282        47871       22.06       22.53
## 164540    302986      311282        47871       22.06       22.53
## 164541    302986      311282        47871       22.06       22.53
## 164542    302986      311282        47871       22.06       22.53
## 164543    302986      311282        47871       22.06       22.53
## 164544    302986      311282        47871       22.06       22.53
## 164545    302986      311282        47871       22.06       22.53
## 164546    302986      311282        47871       22.06       22.53
## 164547    302986      311282        47871       22.06       22.53
## 164548    302986      311282        47871       22.06       22.53
## 164549    302986      311282        47871       22.06       22.53
## 164550    302986      311282        47871       22.06       22.53
## 164551    302986      311282        47871       22.06       22.53
## 164552    302986      311282        47871       22.06       22.53
## 164553    302986      311282        47871       22.06       22.53
## 164554    302986      311282        47871       22.06       22.53
## 164555    302986      311282        47871       22.06       22.53
## 164556    302986      311282        47871       22.06       22.53
## 164557    302986      311282        47871       22.06       22.53
## 164558    302986      311282        47871       22.06       22.53
## 164559    302986      311282        47871       22.06       22.53
## 164560    302986      311282        47871       22.06       22.53
## 164561    302986      311282        47871       22.06       22.53
## 164562    302986      311282        47871       22.06       22.53
## 164563    302986      311282        47871       22.06       22.53
## 164564    302986      311282        47871       22.06       22.53
## 164565    302986      311282        47871       22.06       22.53
## 164566    302986      311282        47871       22.06       22.53
## 164567    302986      311282        47871       22.06       22.53
## 164568    302986      311282        47871       22.06       22.53
## 164569    302986      311282        47871       22.06       22.53
## 164570    302986      311282        47871       22.06       22.53
## 164571    302986      311282        47871       22.06       22.53
## 164572    302986      311282        47871       22.06       22.53
## 164573    302986      311282        47871       22.06       22.53
## 164574    302986      311282        47871       22.06       22.53
## 164575    302986      311282        47871       22.06       22.53
## 164576    302986      311282        47871       22.06       22.53
## 164577    302986      311282        47871       22.06       22.53
## 164578    302986      311282        47871       22.06       22.53
## 164579    302986      311282        47871       22.06       22.53
## 164580    302986      311282        47871       22.06       22.53
## 164581    302986      311282        47871       22.06       22.53
## 164582    302986      311282        47871       22.06       22.53
## 164583    302986      311282        47871       22.06       22.53
## 164584    302986      311282        47871       22.06       22.53
## 164585    302986      311282        47871       22.06       22.53
## 164586    302986      311282        47871       22.06       22.53
## 164587    302986      311282        47871       22.06       22.53
## 164588    302986      311282        47871       22.06       22.53
## 164589    302986      311282        47871       22.06       22.53
## 164590    302986      311282        47871       22.06       22.53
## 164591    302986      311282        47871       22.06       22.53
## 164592    302986      311282        47871       22.06       22.53
## 164593    302986      311282        47871       22.06       22.53
## 164594    302986      311282        47871       22.06       22.53
## 164595    302986      311282        47871       22.06       22.53
## 164596    302986      311282        47871       22.06       22.53
## 164597    302986      311282        47871       22.06       22.53
## 164598    302986      311282        47871       22.06       22.53
## 164599    302986      311282        47871       22.06       22.53
## 164600    302986      311282        47871       22.06       22.53
## 164601    302986      311282        47871       22.06       22.53
## 164602    302986      311282        47871       22.06       22.53
## 164603    302986      311282        47871       22.06       22.53
## 164604    302986      311282        47871       22.06       22.53
## 164605    302986      311282        47871       22.06       22.53
## 164606    302986      311282        47871       22.06       22.53
## 164607    302986      311282        47871       22.06       22.53
## 164608    302986      311282        47871       22.06       22.53
## 164609    302986      311282        47871       22.06       22.53
## 164610    302986      311282        47871       22.06       22.53
## 164611    302986      311282        47871       22.06       22.53
## 164612    302986      311282        47871       22.06       22.53
## 164613    302986      311282        47871       22.06       22.53
## 164614    302986      311282        47871       22.06       22.53
## 164615    302986      311282        47871       22.06       22.53
## 164616    302986      311282        47871       22.06       22.53
## 164617    302986      311282        47871       22.06       22.53
## 164618    302986      311282        47871       22.06       22.53
## 164619    302986      311282        47871       22.06       22.53
## 164620    302986      311282        47871       22.06       22.53
## 164621    302986      311282        47871       22.06       22.53
## 164622    302986      311282        47871       22.06       22.53
## 164623    302986      311282        47871       22.06       22.53
## 164624    302986      311282        47871       22.06       22.53
## 164625    302986      311282        47871       22.06       22.53
## 164626    302986      311282        47871       22.06       22.53
## 164627    302986      311282        47871       22.06       22.53
## 164628    302986      311282        47871       22.06       22.53
## 164629    302986      311282        47871       22.06       22.53
## 164630    302986      311282        47871       22.06       22.53
## 164631    302986      311282        47871       22.06       22.53
## 164632    302986      311282        47871       22.06       22.53
## 164633    302986      311282        47871       22.06       22.53
## 164634    302986      311282        47871       22.06       22.53
## 164635    302986      311282        47871       22.06       22.53
## 164636    302986      311282        47871       22.06       22.53
## 164637    302986      311282        47871       22.06       22.53
## 164638    302986      311282        47871       22.06       22.53
## 164639    302986      311282        47871       22.06       22.53
## 164640    302986      311282        47871       22.06       22.53
## 164641    302986      311282        47871       22.06       22.53
## 164642    302986      311282        47871       22.06       22.53
## 164643    302986      311282        47871       22.06       22.53
## 164644    302986      311282        47871       22.06       22.53
## 164645    302986      311282        47871       22.06       22.53
## 164646    302986      311282        47871       22.06       22.53
## 164647    302986      311282        47871       22.06       22.53
## 164648    302986      311282        47871       22.06       22.53
## 164649    302986      311282        47871       22.06       22.53
## 164650    302986      311282        47871       22.06       22.53
## 164651    302986      311282        47871       22.06       22.53
## 164652    302986      311282        47871       22.06       22.53
## 164653    302986      311282        47871       22.06       22.53
## 164654    302986      311282        47871       22.06       22.53
## 164655    302986      311282        47871       22.06       22.53
## 164656    302986      311282        47871       22.06       22.53
## 164657    302986      311282        47871       22.06       22.53
## 164658    302986      311282        47871       22.06       22.53
## 164659    302986      311282        47871       22.06       22.53
## 164660    302986      311282        47871       22.06       22.53
## 164661    302986      311282        47871       22.06       22.53
## 164662    302986      311282        47871       22.06       22.53
## 164663    302986      311282        47871       22.06       22.53
## 164664    302986      311282        47871       22.06       22.53
## 164665    302986      311282        47871       22.06       22.53
## 164666    302986      311282        47871       22.06       22.53
## 164667    302986      311282        47871       22.06       22.53
## 164668    302986      311282        47871       22.06       22.53
## 164669    302986      311282        47871       22.06       22.53
## 164670    302986      311282        47871       22.06       22.53
## 164671    302986      311282        47871       22.06       22.53
## 164672    302986      311282        47871       22.06       22.53
## 164673    302986      311282        47871       22.06       22.53
## 164674    302986      311282        47871       22.06       22.53
## 164675    302986      311282        47871       22.06       22.53
## 164676    302986      311282        47871       22.06       22.53
## 164677    302986      311282        47871       22.06       22.53
## 164678    302986      311282        47871       22.06       22.53
## 164679    302986      311282        47871       22.06       22.53
## 164680    302986      311282        47871       22.06       22.53
## 164681    302986      311282        47871       22.06       22.53
## 164682    302986      311282        47871       22.06       22.53
## 164683    302986      311282        47871       22.06       22.53
## 164684    302986      311282        47871       22.06       22.53
## 164685    302986      311282        47871       22.06       22.53
## 164686    302986      311282        47871       22.06       22.53
## 164687    302986      311282        47871       22.06       22.53
## 164688    302986      311282        47871       22.06       22.53
## 164689    302986      311282        47871       22.06       22.53
## 164690    302986      311282        47871       22.06       22.53
## 164691    302986      311282        47871       22.06       22.53
## 164692    302986      311282        47871       22.06       22.53
## 164693    302986      311282        47871       22.06       22.53
## 164694    302986      311282        47871       22.06       22.53
## 164695    302986      311282        47871       22.06       22.53
## 164696    302986      311282        47871       22.06       22.53
## 164697    302986      311282        47871       22.06       22.53
## 164698    302986      311282        47871       22.06       22.53
## 164699    302986      311282        47871       22.06       22.53
## 164700    302986      311282        47871       22.06       22.53
## 164701    302986      311282        47871       22.06       22.53
## 164702    302986      311282        47871       22.06       22.53
## 164703    302986      311282        47871       22.06       22.53
## 164704    302986      311282        47871       22.06       22.53
## 164705    302986      311282        47871       22.06       22.53
## 164706    302986      311282        47871       22.06       22.53
## 164707    302986      311282        47871       22.06       22.53
## 164708    302986      311282        47871       22.06       22.53
## 164709    302986      311282        47871       22.06       22.53
## 164710    302986      311282        47871       22.06       22.53
## 164711    302986      311282        47871       22.06       22.53
## 164712    302986      311282        47871       22.06       22.53
## 164713    302986      311282        47871       22.06       22.53
## 164714    302986      311282        47871       22.06       22.53
## 164715    302986      311282        47871       22.06       22.53
## 164716    302986      311282        47871       22.06       22.53
## 164717    302986      311282        47871       22.06       22.53
## 164718    302986      311282        47871       22.06       22.53
## 164719    302986      311282        47871       22.06       22.53
## 164720    302986      311282        47871       22.06       22.53
## 164721    302986      311282        47871       22.06       22.53
## 164722    302986      311282        47871       22.06       22.53
## 164723    302986      311282        47871       22.06       22.53
## 164724    302986      311282        47871       22.06       22.53
## 164725    302986      311282        47871       22.06       22.53
## 164726    302986      311282        47871       22.06       22.53
## 164727    302986      311282        47871       22.06       22.53
## 164728    302986      311282        47871       22.06       22.53
## 164729    302986      311282        47871       22.06       22.53
## 164730    302986      311282        47871       22.06       22.53
## 164731    302986      311282        47871       22.06       22.53
## 164732    302986      311282        47871       22.06       22.53
## 164733    302986      311282        47871       22.06       22.53
## 164734    302986      311282        47871       22.06       22.53
## 164735    302986      311282        47871       22.06       22.53
## 164736    302986      311282        47871       22.06       22.53
## 164737    302986      311282        47871       22.06       22.53
## 164738    302986      311282        47871       22.06       22.53
## 164739    302986      311282        47871       22.06       22.53
## 164740    302986      311282        47871       22.06       22.53
## 164741    302986      311282        47871       22.06       22.53
## 164742    302986      311282        47871       22.06       22.53
## 164743    302986      311282        47871       22.06       22.53
## 164744    302986      311282        47871       22.06       22.53
## 164745    302986      311282        47871       22.06       22.53
## 164746    302986      311282        47871       22.06       22.53
## 164747    302986      311282        47871       22.06       22.53
## 164748    302986      311282        47871       22.06       22.53
## 164749    302986      311282        47871       22.06       22.53
## 164750    302986      311282        47871       22.06       22.53
## 164751    302986      311282        47871       22.06       22.53
## 164752    302986      311282        47871       22.06       22.53
## 164753    302986      311282        47871       22.06       22.53
## 164754    302986      311282        47871       22.06       22.53
## 164755    302986      311282        47871       22.06       22.53
## 164756    302986      311282        47871       22.06       22.53
## 164757    302986      311282        47871       22.06       22.53
## 164758    302986      311282        47871       22.06       22.53
## 164759    302986      311282        47871       22.06       22.53
## 164760    302986      311282        47871       22.06       22.53
## 164761    302986      311282        47871       22.06       22.53
## 164762    302986      311282        47871       22.06       22.53
## 164763    302986      311282        47871       22.06       22.53
## 164764    302986      311282        47871       22.06       22.53
## 164765    302986      311282        47871       22.06       22.53
## 164766    302986      311282        47871       22.06       22.53
## 164767    302986      311282        47871       22.06       22.53
## 164768    302986      311282        47871       22.06       22.53
## 164769    302986      311282        47871       22.06       22.53
## 164770    302986      311282        47871       22.06       22.53
## 164771    302986      311282        47871       22.06       22.53
## 164772    302986      311282        47871       22.06       22.53
## 164773    302986      311282        47871       22.06       22.53
## 164774    302986      311282        47871       22.06       22.53
## 164775    302986      311282        47871       22.06       22.53
## 164776    302986      311282        47871       22.06       22.53
## 164777    302986      311282        47871       22.06       22.53
## 164778    302986      311282        47871       22.06       22.53
## 164779    302986      311282        47871       22.06       22.53
## 164780    302986      311282        47871       22.06       22.53
## 164781    302986      311282        47871       22.06       22.53
## 164782    302986      311282        47871       22.06       22.53
## 164783    302986      311282        47871       22.06       22.53
## 164784    302986      311282        47871       22.06       22.53
## 164785    302986      311282        47871       22.06       22.53
## 164786    302986      311282        47871       22.06       22.53
## 164787    302986      311282        47871       22.06       22.53
## 164788    302986      311282        47871       22.06       22.53
## 164789    302986      311282        47871       22.06       22.53
## 164790    302986      311282        47871       22.06       22.53
## 164791    302986      311282        47871       22.06       22.53
## 164792    302986      311282        47871       22.06       22.53
## 164793    302986      311282        47871       22.06       22.53
## 164794    302986      311282        47871       22.06       22.53
## 164795    302986      311282        47871       22.06       22.53
## 164796    302986      311282        47871       22.06       22.53
## 164797    302986      311282        47871       22.06       22.53
## 164798    302986      311282        47871       22.06       22.53
## 164799    302986      311282        47871       22.06       22.53
## 164800    302986      311282        47871       22.06       22.53
## 164801    302986      311282        47871       22.06       22.53
## 164802    302986      311282        47871       22.06       22.53
## 164803    302986      311282        47871       22.06       22.53
## 164804    302986      311282        47871       22.06       22.53
## 164805    302986      311282        47871       22.06       22.53
## 164806    302986      311282        47871       22.06       22.53
## 164807    302986      311282        47871       22.06       22.53
## 164808    302986      311282        47871       22.06       22.53
## 164809    302986      311282        47871       22.06       22.53
## 164810    302986      311282        47871       22.06       22.53
## 164811    302986      311282        47871       22.06       22.53
## 164812    302986      311282        47871       22.06       22.53
## 164813    302986      311282        47871       22.06       22.53
## 164814    302986      311282        47871       22.06       22.53
## 164815    302986      311282        47871       22.06       22.53
## 164816    302986      311282        47871       22.06       22.53
## 164817    302986      311282        47871       22.06       22.53
## 164818    302986      311282        47871       22.06       22.53
## 164819    302986      311282        47871       22.06       22.53
## 164820    302986      311282        47871       22.06       22.53
## 164821    302986      311282        47871       22.06       22.53
## 164822    302986      311282        47871       22.06       22.53
## 164823    302986      311282        47871       22.06       22.53
## 164824    302986      311282        47871       22.06       22.53
## 164825    302986      311282        47871       22.06       22.53
## 164826    302986      311282        47871       22.06       22.53
## 164827    302986      311282        47871       22.06       22.53
## 164828    302986      311282        47871       22.06       22.53
## 164829    302986      311282        47871       22.06       22.53
## 164830    302986      311282        47871       22.06       22.53
## 164831    302986      311282        47871       22.06       22.53
## 164832    302986      311282        47871       22.06       22.53
## 164833    302986      311282        47871       22.06       22.53
## 164834    302986      311282        47871       22.06       22.53
## 164835    302986      311282        47871       22.06       22.53
## 164836    302986      311282        47871       22.06       22.53
## 164837    302986      311282        47871       22.06       22.53
## 164838    302986      311282        47871       22.06       22.53
## 164839    302986      311282        47871       22.06       22.53
## 164840    302986      311282        47871       22.06       22.53
## 164841    302986      311282        47871       22.06       22.53
## 164842    302986      311282        47871       22.06       22.53
## 164843    302986      311282        47871       22.06       22.53
## 164844    302986      311282        47871       22.06       22.53
## 164845    302986      311282        47871       22.06       22.53
## 164846    302986      311282        47871       22.06       22.53
## 164847    302986      311282        47871       22.06       22.53
## 164848    302986      311282        47871       22.06       22.53
## 164849    302986      311282        47871       22.06       22.53
## 164850    302986      311282        47871       22.06       22.53
## 164851    302986      311282        47871       22.06       22.53
## 164852    302986      311282        47871       22.06       22.53
## 164853    302986      311282        47871       22.06       22.53
## 164854    302986      311282        47871       22.06       22.53
## 164855    302986      311282        47871       22.06       22.53
## 164856    302986      311282        47871       22.06       22.53
## 164857    302986      311282        47871       22.06       22.53
## 164858    302986      311282        47871       22.06       22.53
## 164859    302986      311282        47871       22.06       22.53
## 164860    302986      311282        47871       22.06       22.53
## 164861    302986      311282        47871       22.06       22.53
## 164862    302986      311282        47871       22.06       22.53
## 164863    302986      311282        47871       22.06       22.53
## 164864    302986      311282        47871       22.06       22.53
## 164865    302986      311282        47871       22.06       22.53
## 164866    302986      311282        47871       22.06       22.53
## 164867    302986      311282        47871       22.06       22.53
## 164868    302986      311282        47871       22.06       22.53
## 164869    302986      311282        47871       22.06       22.53
## 164870    302986      311282        47871       22.06       22.53
## 164871    302986      311282        47871       22.06       22.53
## 164872    302986      311282        47871       22.06       22.53
## 164873    302986      311282        47871       22.06       22.53
## 164874    302986      311282        47871       22.06       22.53
## 164875    302986      311282        47871       22.06       22.53
## 164876    302986      311282        47871       22.06       22.53
## 164877    302986      311282        47871       22.06       22.53
## 164878    302986      311282        47871       22.06       22.53
## 164879    302986      311282        47871       22.06       22.53
## 164880    302986      311282        47871       22.06       22.53
## 164881    302986      311282        47871       22.06       22.53
## 164882    302986      311282        47871       22.06       22.53
## 164883    302986      311282        47871       22.06       22.53
## 164884    302986      311282        47871       22.06       22.53
## 164885    302986      311282        47871       22.06       22.53
## 164886    302986      311282        47871       22.06       22.53
## 164887    302986      311282        47871       22.06       22.53
## 164888    302986      311282        47871       22.06       22.53
## 164889    302986      311282        47871       22.06       22.53
## 164890    302986      311282        47871       22.06       22.53
## 164891    302986      311282        47871       22.06       22.53
## 164892    302986      311282        47871       22.06       22.53
## 164893    302986      311282        47871       22.06       22.53
## 164894    302986      311282        47871       22.06       22.53
## 164895    302986      311282        47871       22.06       22.53
## 164896    302986      311282        47871       22.06       22.53
## 164897    302986      311282        47871       22.06       22.53
## 164898    302986      311282        47871       22.06       22.53
## 164899    302986      311282        47871       22.06       22.53
## 164900    302986      311282        47871       22.06       22.53
## 164901    302986      311282        47871       22.06       22.53
## 164902    302986      311282        47871       22.06       22.53
## 164903    302986      311282        47871       22.06       22.53
## 164904    302986      311282        47871       22.06       22.53
## 164905    302986      311282        47871       22.06       22.53
## 164906    302986      311282        47871       22.06       22.53
## 164907    302986      311282        47871       22.06       22.53
## 164908    302986      311282        47871       22.06       22.53
## 164909    302986      311282        47871       22.06       22.53
## 164910    302986      311282        47871       22.06       22.53
## 164911    302986      311282        47871       22.06       22.53
## 164912    302986      311282        47871       22.06       22.53
## 164913    302986      311282        47871       22.06       22.53
## 164914    302986      311282        47871       22.06       22.53
## 164915    302986      311282        47871       22.06       22.53
## 164916    302986      311282        47871       22.06       22.53
## 164917    302986      311282        47871       22.06       22.53
## 164918    302986      311282        47871       22.06       22.53
## 164919    302986      311282        47871       22.06       22.53
## 164920    302986      311282        47871       22.06       22.53
## 164921    302986      311282        47871       22.06       22.53
## 164922    302986      311282        47871       22.06       22.53
## 164923    302986      311282        47871       22.06       22.53
## 164924    302986      311282        47871       22.06       22.53
## 164925    302986      311282        47871       22.06       22.53
## 164926    302986      311282        47871       22.06       22.53
## 164927    302986      311282        47871       22.06       22.53
## 164928    302986      311282        47871       22.06       22.53
## 164929    302986      311282        47871       22.06       22.53
## 164930    302986      311282        47871       22.06       22.53
## 164931    302986      311282        47871       22.06       22.53
## 164932    302986      311282        47871       22.06       22.53
## 164933    302986      311282        47871       22.06       22.53
## 164934    302986      311282        47871       22.06       22.53
## 164935    302986      311282        47871       22.06       22.53
## 164936    302986      311282        47871       22.06       22.53
## 164937    302986      311282        47871       22.06       22.53
## 164938    302986      311282        47871       22.06       22.53
## 164939    302986      311282        47871       22.06       22.53
## 164940    302986      311282        47871       22.06       22.53
## 164941    302986      311282        47871       22.06       22.53
## 164942    302986      311282        47871       22.06       22.53
## 164943    302986      311282        47871       22.06       22.53
## 164944    302986      311282        47871       22.06       22.53
## 164945    302986      311282        47871       22.06       22.53
## 164946    302986      311282        47871       22.06       22.53
## 164947    302986      311282        47871       22.06       22.53
## 164948    302986      311282        47871       22.06       22.53
## 164949    302986      311282        47871       22.06       22.53
## 164950    302986      311282        47871       22.06       22.53
## 164951    302986      311282        47871       22.06       22.53
## 164952    302986      311282        47871       22.06       22.53
## 164953    302986      311282        47871       22.06       22.53
## 164954    302986      311282        47871       22.06       22.53
## 164955    302986      311282        47871       22.06       22.53
## 164956    302986      311282        47871       22.06       22.53
## 164957    302986      311282        47871       22.06       22.53
## 164958    302986      311282        47871       22.06       22.53
## 164959    302986      311282        47871       22.06       22.53
## 164960    302986      311282        47871       22.06       22.53
## 164961    302986      311282        47871       22.06       22.53
## 164962    302986      311282        47871       22.06       22.53
## 164963    302986      311282        47871       22.06       22.53
## 164964    302986      311282        47871       22.06       22.53
## 164965    302986      311282        47871       22.06       22.53
## 164966    302986      311282        47871       22.06       22.53
## 164967    302986      311282        47871       22.06       22.53
## 164968    302986      311282        47871       22.06       22.53
## 164969    302986      311282        47871       22.06       22.53
## 164970    302986      311282        47871       22.06       22.53
## 164971    302986      311282        47871       22.06       22.53
## 164972    302986      311282        47871       22.06       22.53
## 164973    302986      311282        47871       22.06       22.53
## 164974    302986      311282        47871       22.06       22.53
## 164975    302986      311282        47871       22.06       22.53
## 164976    302986      311282        47871       22.06       22.53
## 164977    302986      311282        47871       22.06       22.53
## 164978    302986      311282        47871       22.06       22.53
## 164979    302986      311282        47871       22.06       22.53
## 164980    302986      311282        47871       22.06       22.53
## 164981    302986      311282        47871       22.06       22.53
## 164982    302986      311282        47871       22.06       22.53
## 164983    302986      311282        47871       22.06       22.53
## 164984    302986      311282        47871       22.06       22.53
## 164985    302986      311282        47871       22.06       22.53
## 164986    302986      311282        47871       22.06       22.53
## 164987    302986      311282        47871       22.06       22.53
## 164988    302986      311282        47871       22.06       22.53
## 164989    302986      311282        47871       22.06       22.53
## 164990    302986      311282        47871       22.06       22.53
## 164991    302986      311282        47871       22.06       22.53
## 164992    302986      311282        47871       22.06       22.53
## 164993    302986      311282        47871       22.06       22.53
## 164994    302986      311282        47871       22.06       22.53
## 164995    302986      311282        47871       22.06       22.53
## 164996    302986      311282        47871       22.06       22.53
## 164997    302986      311282        47871       22.06       22.53
## 164998    302986      311282        47871       22.06       22.53
## 164999    302986      311282        47871       22.06       22.53
## 165000    302986      311282        47871       22.06       22.53
## 165001    302986      311282        47871       22.06       22.53
## 165002    302986      311282        47871       22.06       22.53
## 165003    302986      311282        47871       22.06       22.53
## 165004    302986      311282        47871       22.06       22.53
## 165005    302986      311282        47871       22.06       22.53
## 165006    302986      311282        47871       22.06       22.53
## 165007    302986      311282        47871       22.06       22.53
## 165008    302986      311282        47871       22.06       22.53
## 165009    302986      311282        47871       22.06       22.53
## 165010    302986      311282        47871       22.06       22.53
## 165011    302986      311282        47871       22.06       22.53
## 165012    302986      311282        47871       22.06       22.53
## 165013    302986      311282        47871       22.06       22.53
## 165014    302986      311282        47871       22.06       22.53
## 165015    302986      311282        47871       22.06       22.53
## 165016    302986      311282        47871       22.06       22.53
## 165017    302986      311282        47871       22.06       22.53
## 165018    302986      311282        47871       22.06       22.53
## 165019    302986      311282        47871       22.06       22.53
## 165020    302986      311282        47871       22.06       22.53
## 165021    302986      311282        47871       22.06       22.53
## 165022    302986      311282        47871       22.06       22.53
## 165023    302986      311282        47871       22.06       22.53
## 165024    302986      311282        47871       22.06       22.53
## 165025    302986      311282        47871       22.06       22.53
## 165026    302986      311282        47871       22.06       22.53
## 165027    302986      311282        47871       22.06       22.53
## 165028    302986      311282        47871       22.06       22.53
## 165029    302986      311282        47871       22.06       22.53
## 165030    302986      311282        47871       22.06       22.53
## 165031    302986      311282        47871       22.06       22.53
## 165032    302986      311282        47871       22.06       22.53
## 165033    302986      311282        47871       22.06       22.53
## 165034    302986      311282        47871       22.06       22.53
## 165035    302986      311282        47871       22.06       22.53
## 165036    302986      311282        47871       22.06       22.53
## 165037    302986      311282        47871       22.06       22.53
## 165038    302986      311282        47871       22.06       22.53
## 165039    302986      311282        47871       22.06       22.53
## 165040    302986      311282        47871       22.06       22.53
## 165041    302986      311282        47871       22.06       22.53
## 165042    302986      311282        47871       22.06       22.53
## 165043    302986      311282        47871       22.06       22.53
## 165044    302986      311282        47871       22.06       22.53
## 165045    302986      311282        47871       22.06       22.53
## 165046    302986      311282        47871       22.06       22.53
## 165047    302986      311282        47871       22.06       22.53
## 165048    302986      311282        47871       22.06       22.53
## 165049    302986      311282        47871       22.06       22.53
## 165050    302986      311282        47871       22.06       22.53
## 165051    302986      311282        47871       22.06       22.53
## 165052    302986      311282        47871       22.06       22.53
## 165053    302986      311282        47871       22.06       22.53
## 165054    302986      311282        47871       22.06       22.53
## 165055    302986      311282        47871       22.06       22.53
## 165056    302986      311282        47871       22.06       22.53
## 165057    302986      311282        47871       22.06       22.53
## 165058    302986      311282        47871       22.06       22.53
## 165059    302986      311282        47871       22.06       22.53
## 165060    302986      311282        47871       22.06       22.53
## 165061    302986      311282        47871       22.06       22.53
## 165062    302986      311282        47871       22.06       22.53
## 165063    302986      311282        47871       22.06       22.53
## 165064    302986      311282        47871       22.06       22.53
## 165065    302986      311282        47871       22.06       22.53
## 165066    302986      311282        47871       22.06       22.53
## 165067    302986      311282        47871       22.06       22.53
## 165068    302986      311282        47871       22.06       22.53
## 165069    302986      311282        47871       22.06       22.53
## 165070    302986      311282        47871       22.06       22.53
## 165071    302986      311282        47871       22.06       22.53
## 165072    302986      311282        47871       22.06       22.53
## 165073    302986      311282        47871       22.06       22.53
## 165074    302986      311282        47871       22.06       22.53
## 165075    302986      311282        47871       22.06       22.53
## 165076    302986      311282        47871       22.06       22.53
## 165077    302986      311282        47871       22.06       22.53
## 165078    302986      311282        47871       22.06       22.53
## 165079    302986      311282        47871       22.06       22.53
## 165080    302986      311282        47871       22.06       22.53
## 165081    302986      311282        47871       22.06       22.53
## 165082    302986      311282        47871       22.06       22.53
## 165083    302986      311282        47871       22.06       22.53
## 165084    302986      311282        47871       22.06       22.53
## 165085    302986      311282        47871       22.06       22.53
## 165086    302986      311282        47871       22.06       22.53
## 165087    302986      311282        47871       22.06       22.53
## 165088    302986      311282        47871       22.06       22.53
## 165089    302986      311282        47871       22.06       22.53
## 165090    302986      311282        47871       22.06       22.53
## 165091    302986      311282        47871       22.06       22.53
## 165092    302986      311282        47871       22.06       22.53
## 165093    302986      311282        47871       22.06       22.53
## 165094    302986      311282        47871       22.06       22.53
## 165095    302986      311282        47871       22.06       22.53
## 165096    302986      311282        47871       22.06       22.53
## 165097    302986      311282        47871       22.06       22.53
## 165098    302986      311282        47871       22.06       22.53
## 165099    302986      311282        47871       22.06       22.53
## 165100    302986      311282        47871       22.06       22.53
## 165101    302986      311282        47871       22.06       22.53
## 165102    302986      311282        47871       22.06       22.53
## 165103    302986      311282        47871       22.06       22.53
## 165104    302986      311282        47871       22.06       22.53
## 165105    302986      311282        47871       22.06       22.53
## 165106    302986      311282        47871       22.06       22.53
## 165107    302986      311282        47871       22.06       22.53
## 165108    302986      311282        47871       22.06       22.53
## 165109    302986      311282        47871       22.06       22.53
## 165110    302986      311282        47871       22.06       22.53
## 165111    302986      311282        47871       22.06       22.53
## 165112    302986      311282        47871       22.06       22.53
## 165113    302986      311282        47871       22.06       22.53
## 165114    302986      311282        47871       22.06       22.53
## 165115    302986      311282        47871       22.06       22.53
## 165116    302986      311282        47871       22.06       22.53
## 165117    302986      311282        47871       22.06       22.53
## 165118    302986      311282        47871       22.06       22.53
## 165119    302986      311282        47871       22.06       22.53
## 165120    302986      311282        47871       22.06       22.53
## 165121    302986      311282        47871       22.06       22.53
## 165122    302986      311282        47871       22.06       22.53
## 165123    302986      311282        47871       22.06       22.53
## 165124    302986      311282        47871       22.06       22.53
## 165125    302986      311282        47871       22.06       22.53
## 165126    302986      311282        47871       22.06       22.53
## 165127    302986      311282        47871       22.06       22.53
## 165128    302986      311282        47871       22.06       22.53
## 165129    302986      311282        47871       22.06       22.53
## 165130    302986      311282        47871       22.06       22.53
## 165131    302986      311282        47871       22.06       22.53
## 165132    302986      311282        47871       22.06       22.53
## 165133    302986      311282        47871       22.06       22.53
## 165134    302986      311282        47871       22.06       22.53
## 165135    302986      311282        47871       22.06       22.53
##        tropicaldraft intgrosston intnetton suezgrosston sueznetton
## 164349            23      159990    109408       162775     153212
## 164350            23      159990    109408       162775     153212
## 164351            23      159990    109408       162775     153212
## 164352            23      159990    109408       162775     153212
## 164353            23      159990    109408       162775     153212
## 164354            23      159990    109408       162775     153212
## 164355            23      159990    109408       162775     153212
## 164356            23      159990    109408       162775     153212
## 164357            23      159990    109408       162775     153212
## 164358            23      159990    109408       162775     153212
## 164359            23      159990    109408       162775     153212
## 164360            23      159990    109408       162775     153212
## 164361            23      159990    109408       162775     153212
## 164362            23      159990    109408       162775     153212
## 164363            23      159990    109408       162775     153212
## 164364            23      159990    109408       162775     153212
## 164365            23      159990    109408       162775     153212
## 164366            23      159990    109408       162775     153212
## 164367            23      159990    109408       162775     153212
## 164368            23      159990    109408       162775     153212
## 164369            23      159990    109408       162775     153212
## 164370            23      159990    109408       162775     153212
## 164371            23      159990    109408       162775     153212
## 164372            23      159990    109408       162775     153212
## 164373            23      159990    109408       162775     153212
## 164374            23      159990    109408       162775     153212
## 164375            23      159990    109408       162775     153212
## 164376            23      159990    109408       162775     153212
## 164377            23      159990    109408       162775     153212
## 164378            23      159990    109408       162775     153212
## 164379            23      159990    109408       162775     153212
## 164380            23      159990    109408       162775     153212
## 164381            23      159990    109408       162775     153212
## 164382            23      159990    109408       162775     153212
## 164383            23      159990    109408       162775     153212
## 164384            23      159990    109408       162775     153212
## 164385            23      159990    109408       162775     153212
## 164386            23      159990    109408       162775     153212
## 164387            23      159990    109408       162775     153212
## 164388            23      159990    109408       162775     153212
## 164389            23      159990    109408       162775     153212
## 164390            23      159990    109408       162775     153212
## 164391            23      159990    109408       162775     153212
## 164392            23      159990    109408       162775     153212
## 164393            23      159990    109408       162775     153212
## 164394            23      159990    109408       162775     153212
## 164395            23      159990    109408       162775     153212
## 164396            23      159990    109408       162775     153212
## 164397            23      159990    109408       162775     153212
## 164398            23      159990    109408       162775     153212
## 164399            23      159990    109408       162775     153212
## 164400            23      159990    109408       162775     153212
## 164401            23      159990    109408       162775     153212
## 164402            23      159990    109408       162775     153212
## 164403            23      159990    109408       162775     153212
## 164404            23      159990    109408       162775     153212
## 164405            23      159990    109408       162775     153212
## 164406            23      159990    109408       162775     153212
## 164407            23      159990    109408       162775     153212
## 164408            23      159990    109408       162775     153212
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## 165042            23      159990    109408       162775     153212
## 165043            23      159990    109408       162775     153212
## 165044            23      159990    109408       162775     153212
## 165045            23      159990    109408       162775     153212
## 165046            23      159990    109408       162775     153212
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## 165048            23      159990    109408       162775     153212
## 165049            23      159990    109408       162775     153212
## 165050            23      159990    109408       162775     153212
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## 165052            23      159990    109408       162775     153212
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## 165056            23      159990    109408       162775     153212
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## 165060            23      159990    109408       162775     153212
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## 165087            23      159990    109408       162775     153212
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## 165090            23      159990    109408       162775     153212
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## 165092            23      159990    109408       162775     153212
## 165093            23      159990    109408       162775     153212
## 165094            23      159990    109408       162775     153212
## 165095            23      159990    109408       162775     153212
## 165096            23      159990    109408       162775     153212
## 165097            23      159990    109408       162775     153212
## 165098            23      159990    109408       162775     153212
## 165099            23      159990    109408       162775     153212
## 165100            23      159990    109408       162775     153212
## 165101            23      159990    109408       162775     153212
## 165102            23      159990    109408       162775     153212
## 165103            23      159990    109408       162775     153212
## 165104            23      159990    109408       162775     153212
## 165105            23      159990    109408       162775     153212
## 165106            23      159990    109408       162775     153212
## 165107            23      159990    109408       162775     153212
## 165108            23      159990    109408       162775     153212
## 165109            23      159990    109408       162775     153212
## 165110            23      159990    109408       162775     153212
## 165111            23      159990    109408       162775     153212
## 165112            23      159990    109408       162775     153212
## 165113            23      159990    109408       162775     153212
## 165114            23      159990    109408       162775     153212
## 165115            23      159990    109408       162775     153212
## 165116            23      159990    109408       162775     153212
## 165117            23      159990    109408       162775     153212
## 165118            23      159990    109408       162775     153212
## 165119            23      159990    109408       162775     153212
## 165120            23      159990    109408       162775     153212
## 165121            23      159990    109408       162775     153212
## 165122            23      159990    109408       162775     153212
## 165123            23      159990    109408       162775     153212
## 165124            23      159990    109408       162775     153212
## 165125            23      159990    109408       162775     153212
## 165126            23      159990    109408       162775     153212
## 165127            23      159990    109408       162775     153212
## 165128            23      159990    109408       162775     153212
## 165129            23      159990    109408       162775     153212
## 165130            23      159990    109408       162775     153212
## 165131            23      159990    109408       162775     153212
## 165132            23      159990    109408       162775     153212
## 165133            23      159990    109408       162775     153212
## 165134            23      159990    109408       162775     153212
## 165135            23      159990    109408       162775     153212
##        panamagrosston panamanetton accounting crewing mgmtstartdate
## 164349              0            0          0       0    2002-10-15
## 164350              0            0          0       0    2002-10-15
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##        vesclasstypeid lubeinvreportbaseday lubeinvuserecoveredoil
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##        noofauxenginesinuse enginepower memcr aemcr1 aemcr2 aemcr3 age
## 164349                   3       44640 44640   1360   1360   1360  15
## 164350                   3       44640 44640   1360   1360   1360  15
## 164351                   3       44640 44640   1360   1360   1360  15
## 164352                   3       44640 44640   1360   1360   1360  15
## 164353                   3       44640 44640   1360   1360   1360  15
## 164354                   3       44640 44640   1360   1360   1360  15
## 164355                   3       44640 44640   1360   1360   1360  15
## 164356                   3       44640 44640   1360   1360   1360  15
## 164357                   3       44640 44640   1360   1360   1360  15
## 164358                   3       44640 44640   1360   1360   1360  15
## 164359                   3       44640 44640   1360   1360   1360  15
## 164360                   3       44640 44640   1360   1360   1360  15
## 164361                   3       44640 44640   1360   1360   1360  15
## 164362                   3       44640 44640   1360   1360   1360  15
## 164363                   3       44640 44640   1360   1360   1360  15
## 164364                   3       44640 44640   1360   1360   1360  15
## 164365                   3       44640 44640   1360   1360   1360  15
## 164366                   3       44640 44640   1360   1360   1360  15
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##  [ reached getOption("max.print") -- omitted 2924 rows ]

Main engine consumption by vessel timeline for ABQAIQ

abqaiq <- vesselsfuelconsumption2[vesselsfuelconsumption2$vesselname == "abqaiq", ]
head(abqaiq)
##        hsfoconsme hsfoconsae hsfoconsboiler hsfoconsigs
## 164349       78.5        4.9            3.5           0
## 164350       78.2        4.5            0.0           0
## 164351        2.0        0.8            1.3           0
## 164352       78.4        5.6            7.0           0
## 164353       78.0        5.1            1.3           0
## 164354       82.9        5.6            4.7           0
##        hsfoconssulfurcontent lsfoconsme lsfoconsae lsfoconsboiler
## 164349                  3.17          0          0              0
## 164350                  3.17          0          0              0
## 164351                  3.17          0          0              0
## 164352                  3.17          0          0              0
## 164353                  3.17          0          0              0
## 164354                  3.17          0          0              0
##        lsfoconsigs lsfoconssulfurcontent mdoconsme mdoconsae
## 164349           0                     0         0         0
## 164350           0                     0         0         0
## 164351           0                     0         0         0
## 164352           0                     0         0         0
## 164353           0                     0         0         0
## 164354           0                     0         0         0
##        mdoconsincinerator mdoconsboiler mdoconsigg mdoconscargopack
## 164349                  0             0          0                0
## 164350                  0             0          0                0
## 164351                  0             0          0                0
## 164352                  0             0          0                0
## 164353                  0             0          0                0
## 164354                  0             0          0                0
##        mdoconssulfurcontent mgoconsme mgoconsae mgoconsincinerator
## 164349                    0         0         0                  0
## 164350                    0         0         0                  0
## 164351                    0         0         0                  0
## 164352                    0         0         0                  0
## 164353                    0         0         0                  0
## 164354                    0         0         0                  0
##        mgoconsboiler mgoconsigg mgoconscargopack mgoconssulfurcontent
## 164349             0          0                0                    0
## 164350             0          0                0                    0
## 164351             0          0                0                    0
## 164352             0          0                0                    0
## 164353             0          0                0                    0
## 164354             0          0                0                    0
##        lsmgoconsme lsmgoconsae lsmgoconsincinerator lsmgoconsboiler
## 164349           0           0                    0               0
## 164350           0           0                    0               0
## 164351           0           0                    0               0
## 164352           0           0                    0               0
## 164353           0           0                    0               0
## 164354           0           0                    0               0
##        lsmgoconsigg lsmgoconscargopack lsmgoconssulfurcontent
## 164349            0                  0                   0.05
## 164350            0                  0                   0.05
## 164351            0                  0                   0.05
## 164352            0                  0                   0.05
## 164353            0                  0                   0.05
## 164354            0                  0                   0.05
##        cylinderoilcons systemoilcons wxconsdo wxconsfo wxtankcleaning
## 164349             500             0       NA       NA             NA
## 164350             480             0       NA       NA             NA
## 164351              20             0       NA       NA             NA
## 164352             490             0       NA       NA             NA
## 164353             490             0       NA       NA             NA
## 164354             500             0       NA       NA             NA
##        hsfoconsaetankclean hsfoconsaeinerting hsfoconsboilertankclean
## 164349                   0                  0                       0
## 164350                   0                  0                       0
## 164351                   0                  0                       0
## 164352                   0                  0                       0
## 164353                   0                  0                       0
## 164354                   0                  0                       0
##        hsfoconsboilerinerting lsfoconsaetankclean lsfoconsaeinerting
## 164349                      0                   0                  0
## 164350                      0                   0                  0
## 164351                      0                   0                  0
## 164352                      0                   0                  0
## 164353                      0                   0                  0
## 164354                      0                   0                  0
##        lsfoconsboilertankclean lsfoconsboilerinerting mdoconsaetankclean
## 164349                       0                      0                  0
## 164350                       0                      0                  0
## 164351                       0                      0                  0
## 164352                       0                      0                  0
## 164353                       0                      0                  0
## 164354                       0                      0                  0
##        mdoconsaeinerting mdoconsboilertankclean mdoconsboilerinerting
## 164349                 0                      0                     0
## 164350                 0                      0                     0
## 164351                 0                      0                     0
## 164352                 0                      0                     0
## 164353                 0                      0                     0
## 164354                 0                      0                     0
##        mgoconsaetankclean mgoconsaeinerting mgoconsboilertankclean
## 164349                  0                 0                      0
## 164350                  0                 0                      0
## 164351                  0                 0                      0
## 164352                  0                 0                      0
## 164353                  0                 0                      0
## 164354                  0                 0                      0
##        mgoconsboilerinerting lsmgoconsaetankclean lsmgoconsaeinerting
## 164349                     0                    0                   0
## 164350                     0                    0                   0
## 164351                     0                    0                   0
## 164352                     0                    0                   0
## 164353                     0                    0                   0
## 164354                     0                    0                   0
##        lsmgoconsboilertankclean lsmgoconsboilerinerting vesselname
## 164349                        0                       0     abqaiq
## 164350                        0                       0     abqaiq
## 164351                        0                       0     abqaiq
## 164352                        0                       0     abqaiq
## 164353                        0                       0     abqaiq
## 164354                        0                       0     abqaiq
##         updatedon age timetonextdd timesincelastdd
## 164349 2016-11-04  15            1               0
## 164350 2016-11-04  15            1               0
## 164351 2016-10-29  15            1               0
## 164352 2016-11-05  15            1               0
## 164353 2016-11-06  15            1               0
## 164354 2016-11-07  15            1               0
qplot(x = updatedon, y = hsfoconsme, data = abqaiq, geom = c("point", "smooth"))
## `geom_smooth()` using method = 'gam'

Main engine consumption for the whole fleet timeline

qplot(x = updatedon, y = hsfoconsme, data = vesselsfuelconsumption2, geom = c("line", "smooth"), ylim = c(0, 200))
## `geom_smooth()` using method = 'gam'
## Warning: Removed 47 rows containing non-finite values (stat_smooth).

Main engine hsfo consumption by the vessel class

vesselsfuelconsumption3 <- select(vesselsfuelconsumption, c("hsfoconsme", "hsfoconsae", "hsfoconsboiler", "hsfoconsigs", 
                                                           "hsfoconssulfurcontent", "lsfoconsme", "lsfoconsae", "lsfoconsboiler",
                                                           "lsfoconsigs", "lsfoconssulfurcontent", "mdoconsme", "mdoconsae", "mdoconsincinerator",
                                                           "mdoconsboiler", "mdoconsigg", "mdoconscargopack", "mdoconssulfurcontent",
                                                           "mgoconsme", "mgoconsae", "mgoconsincinerator", "mgoconsboiler", "mgoconsigg",
                                                           "mgoconscargopack", "mgoconssulfurcontent", "lsmgoconsme", "lsmgoconsae",  
                                                           "lsmgoconsincinerator", "lsmgoconsboiler", "lsmgoconsigg", "lsmgoconscargopack",
                                                           "lsmgoconssulfurcontent", "cylinderoilcons", "systemoilcons", "wxconsdo", "wxconsfo",
                                                           "wxtankcleaning", "hsfoconsaetankclean", "hsfoconsaeinerting","hsfoconsboilertankclean",
                                                           "hsfoconsboilerinerting", "lsfoconsaetankclean", "lsfoconsaeinerting",
                                                           "lsfoconsboilertankclean", "lsfoconsboilerinerting", "mdoconsaetankclean", 
                                                           "mdoconsaeinerting", "mdoconsboilertankclean", "mdoconsboilerinerting", 
                                                           "mgoconsaetankclean", "mgoconsaeinerting", "mgoconsboilertankclean", 
                                                           "mgoconsboilerinerting", "lsmgoconsaetankclean", "lsmgoconsaeinerting", 
                                                           "lsmgoconsboilertankclean", "lsmgoconsboilerinerting", "vesselname", "updatedon", 
                                                           "vesclasstypeid"))
vesselsfuelconsumption3$vesclasstypeid <- as.factor(tolower(vesselsfuelconsumption3$vesclasstypeid))
levels(vesselsfuelconsumption3$vesclasstypeid)
##  [1] "ald"    "bdb"    "dae2"   "dae3"   "dae4"   "dsme"   "dsme-v"
##  [8] "dsmev2" "hhi2"   "hhi3"   "hshi"   "hshi2"  "hshi3"  "mhi"   
## [15] "mipo"   "mipo1"  "mr"     "ode"    "ro-ro"  "shi"    "sls"
alds <- vesselsfuelconsumption3[vesselsfuelconsumption3$vesclasstypeid == "ald", ]
bdbs <- vesselsfuelconsumption3[vesselsfuelconsumption3$vesclasstypeid == "bdb", ]
dae2 <- vesselsfuelconsumption3[vesselsfuelconsumption3$vesclasstypeid == "dae2", ]
dae3 <- vesselsfuelconsumption3[vesselsfuelconsumption3$vesclasstypeid == "dae3", ]
dae4 <- vesselsfuelconsumption3[vesselsfuelconsumption3$vesclasstypeid == "dae4", ]
dsmes <- vesselsfuelconsumption3[vesselsfuelconsumption3$vesclasstypeid == "dsme", ]
dsmesv <- vesselsfuelconsumption3[vesselsfuelconsumption3$vesclasstypeid == "dsme-v", ]
dsmesv2 <- vesselsfuelconsumption3[vesselsfuelconsumption3$vesclasstypeid == "dsmev2", ]
hhi2 <- vesselsfuelconsumption3[vesselsfuelconsumption3$vesclasstypeid == "hhi2", ]
hhi3 <- vesselsfuelconsumption3[vesselsfuelconsumption3$vesclasstypeid == "hhi3", ]
hshi <- vesselsfuelconsumption3[vesselsfuelconsumption3$vesclasstypeid == "hshi", ]
hshi2 <- vesselsfuelconsumption3[vesselsfuelconsumption3$vesclasstypeid == "hshi2", ]
hshi3 <- vesselsfuelconsumption3[vesselsfuelconsumption3$vesclasstypeid == "hshi3", ]
mhi <- vesselsfuelconsumption3[vesselsfuelconsumption3$vesclasstypeid == "mhi", ]
mipo <- vesselsfuelconsumption3[vesselsfuelconsumption3$vesclasstypeid == "mipo", ]
mipo1 <- vesselsfuelconsumption3[vesselsfuelconsumption3$vesclasstypeid == "mipo1", ]

mr <- vesselsfuelconsumption3[vesselsfuelconsumption3$vesclasstypeid == "mr", ]
ode <- vesselsfuelconsumption3[vesselsfuelconsumption3$vesclasstypeid == "ode", ]
roro <- vesselsfuelconsumption3[vesselsfuelconsumption3$vesclasstypeid == "ro-ro", ]
shi <- vesselsfuelconsumption3[vesselsfuelconsumption3$vesclasstypeid == "shi", ]
sls <- vesselsfuelconsumption3[vesselsfuelconsumption3$vesclasstypeid == "sls", ]

The consumption timeline for the ALD class

qplot(x = updatedon, y = hsfoconsme, data = alds, geom = c("point", "smooth"))
## `geom_smooth()` using method = 'gam'
## Warning: Removed 2 rows containing non-finite values (stat_smooth).
## Warning: Removed 2 rows containing missing values (geom_point).

Consumption for bdb

qplot(x = updatedon, y = hsfoconsme, data = bdbs, geom = c("point", "smooth"))
## `geom_smooth()` using method = 'gam'

## Consumption for dae2

qplot(x = updatedon, y = hsfoconsme, data = dae2, geom = c("point", "smooth"))
## `geom_smooth()` using method = 'gam'
## Warning: Removed 5 rows containing non-finite values (stat_smooth).
## Warning: Removed 5 rows containing missing values (geom_point).

## Consumption for dae3

qplot(x = updatedon, y = hsfoconsme, data = dae3, geom = c("point", "smooth"))
## `geom_smooth()` using method = 'gam'
## Warning: Removed 3 rows containing non-finite values (stat_smooth).
## Warning: Removed 3 rows containing missing values (geom_point).

## Consumption for dae4

qplot(x = updatedon, y = hsfoconsme, data = dae4, geom = c("point", "smooth"))
## `geom_smooth()` using method = 'gam'
## Warning: Removed 3 rows containing non-finite values (stat_smooth).
## Warning: Removed 3 rows containing missing values (geom_point).

Consumption for dmse

qplot(x = updatedon, y = hsfoconsme, data = dsmes, geom = c("point", "smooth"))
## `geom_smooth()` using method = 'gam'

## Consumption for dsmev

qplot(x = updatedon, y = hsfoconsme, data = dsmesv, geom = c("point", "smooth"))
## `geom_smooth()` using method = 'gam'

## Consumption for dsmev2

qplot(x = updatedon, y = hsfoconsme, data = dsmesv2, geom = c("point", "smooth"))
## `geom_smooth()` using method = 'gam'

## Consumption for hhi2

qplot(x = updatedon, y = hsfoconsme, data = hhi2, geom = c("point", "smooth"))
## `geom_smooth()` using method = 'gam'
## Warning: Removed 1 rows containing non-finite values (stat_smooth).
## Warning: Removed 1 rows containing missing values (geom_point).

## Consumption for hhi3

qplot(x = updatedon, y = hsfoconsme, data = hhi3, geom = c("point", "smooth"))
## `geom_smooth()` using method = 'gam'

## Consumption for hshi

qplot(x = updatedon, y = hsfoconsme, data = hshi, geom = c("point", "smooth"), ylim = c(0, 100))
## `geom_smooth()` using method = 'gam'
## Warning: Removed 994 rows containing non-finite values (stat_smooth).
## Warning: Removed 994 rows containing missing values (geom_point).

## Consumption for hshi2

qplot(x = updatedon, y = hsfoconsme, data = hshi2, geom = c("point", "smooth"))
## `geom_smooth()` using method = 'gam'

## Consumption for hshi3

qplot(x = updatedon, y = hsfoconsme, data = hshi3, geom = c("point", "smooth"))
## `geom_smooth()` using method = 'loess'

Consumption for mhi

qplot(x = updatedon, y = hsfoconsme, data = mhi, geom = c("point", "smooth"), ylim = c(0, 100))
## `geom_smooth()` using method = 'gam'
## Warning: Removed 46 rows containing non-finite values (stat_smooth).
## Warning: Removed 46 rows containing missing values (geom_point).

## Consumption for mipo

qplot(x = updatedon, y = hsfoconsme, data = mipo, geom = c("point", "smooth"))
## `geom_smooth()` using method = 'gam'
## Warning: Removed 3 rows containing non-finite values (stat_smooth).
## Warning: Removed 3 rows containing missing values (geom_point).

## Consumption for mr

qplot(x = updatedon, y = hsfoconsme, data = mr, geom = c("point", "smooth"))
## `geom_smooth()` using method = 'gam'
## Warning: Removed 1 rows containing non-finite values (stat_smooth).
## Warning: Removed 1 rows containing missing values (geom_point).

Consumption for ode

qplot(x = updatedon, y = hsfoconsme, data = ode, geom = c("point", "smooth"))
## `geom_smooth()` using method = 'loess'

## Consumption for roro

qplot(x = updatedon, y = hsfoconsme, data = roro, geom = c("point", "smooth"))
## `geom_smooth()` using method = 'gam'
## Warning: Removed 6 rows containing non-finite values (stat_smooth).
## Warning: Removed 6 rows containing missing values (geom_point).

Consumption for shi

qplot(x = updatedon, y = hsfoconsme, data = shi, geom = c("point", "smooth"))
## `geom_smooth()` using method = 'gam'
## Warning: Removed 3 rows containing non-finite values (stat_smooth).
## Warning: Removed 3 rows containing missing values (geom_point).

Consumption for sls

qplot(x = updatedon, y = hsfoconsme, data = sls, geom = c("point", "smooth"))
## `geom_smooth()` using method = 'gam'
## Warning: Removed 4 rows containing non-finite values (stat_smooth).
## Warning: Removed 4 rows containing missing values (geom_point).

Timeline plot per the class of the vessel

knitr::opts_chunk$set(fig.width=15, fig.height=15) 
plot6 <- ggplot(data=vesselsfuelconsumption3, aes(x = updatedon, y = hsfoconsme, group = vesclasstypeid)) + geom_line(aes(color = vesclasstypeid))
# plot6 <- plot6 + facet_grid(vesclasstypeid~.)
plot6 <- plot6 + labs(x = "timeline", y = "HSFO consumption", title = "HSFO Consumption timeline", color = "vessel class")
plot6 + theme_gray(base_size = 10) + ylim(c(0, 200))
## Warning: Removed 1 rows containing missing values (geom_path).

Main engine consumption with counter fitted propeller for the population

data <- select(vesselsfuelconsumption, c("hsfoconsme", "counterfitted", "updatedon"))
data$counterfitted <- as.factor(data$counterfitted)
head(data)
##   hsfoconsme counterfitted  updatedon
## 1        0.6         FALSE 2009-01-12
## 2        0.4         FALSE 2018-01-14
## 3       19.8         FALSE 2018-01-12
## 4       20.1         FALSE 2018-01-14
## 5        2.9         FALSE 2017-07-20
## 6        0.0         FALSE 2009-01-12
table(data$counterfitted)
## 
##  FALSE   TRUE 
## 180767  46058
qplot(x = updatedon, y = hsfoconsme, data = data[data$counterfitted == "FALSE", ], geom = c("point", "smooth"), ylim=c(0, 200))
## `geom_smooth()` using method = 'gam'
## Warning: Removed 35 rows containing non-finite values (stat_smooth).
## Warning: Removed 35 rows containing missing values (geom_point).

## Main engine consumption with counter fitted propeller

qplot(x = updatedon, y = hsfoconsme, data = data[data$counterfitted == "TRUE", ], geom = c("point", "smooth"), ylim = c(0, 200))
## `geom_smooth()` using method = 'gam'
## Warning: Removed 12 rows containing non-finite values (stat_smooth).
## Warning: Removed 12 rows containing missing values (geom_point).

## Comparison of the counter fitted data

summary(data[data$counterfitted == "TRUE", ])
##    hsfoconsme     counterfitted   updatedon         
##  Min.   :  0.00   FALSE:    0   Min.   :2009-04-06  
##  1st Qu.:  0.00   TRUE :46058   1st Qu.:2012-10-26  
##  Median : 20.60                 Median :2015-02-15  
##  Mean   : 28.51                 Mean   :2014-10-11  
##  3rd Qu.: 58.30                 3rd Qu.:2016-11-15  
##  Max.   :958.70                 Max.   :2018-08-07  
##  NA's   :10
boxplot(hsfoconsme ~ counterfitted, data = data, ylim = c(0, 200))

### We cannot conclude that counter fitted ships consumption is less. ### The distribution is more and mean, median value is also greater

Verifying the counter fitted influence for a particlular class say MIPO

data2 <- select(vesselsfuelconsumption, c("hsfoconsme", "counterfitted", "updatedon", "vesclasstypeid"))
data2 <- filter(vesselsfuelconsumption, vesclasstypeid == "mipo")
## Warning: package 'bindrcpp' was built under R version 3.4.4
head(data2)
##       vesselid   smreportid voyageno hsfoconsme hsfoconsae hsfoconsboiler
## 1 MSMA00000023 MSMA00025199   200808        0.6        0.3            0.1
## 2 MSMA00000023 860A00002661   201710        0.4        0.3            0.1
## 3 MSMA00000023 860A00002658   201710       19.8        3.1            0.0
## 4 MSMA00000023 860A00002660   201710       20.1        2.9            0.0
## 5 MSMA00000023 860A00002391   201705        2.9        1.4            0.9
## 6 MSMA00000023 MSMA00025200   200808        0.0        3.2            2.8
##   hsfoconsigs hsfoconssulfurcontent lsfoconsme lsfoconsae lsfoconsboiler
## 1           0                    NA         NA         NA             NA
## 2           0                   3.2          0          0              0
## 3           0                   3.2          0          0              0
## 4           0                   3.2          0          0              0
## 5           0                   3.1          0          0              0
## 6           0                    NA         NA         NA             NA
##   lsfoconsigs lsfoconssulfurcontent mdoconsme mdoconsae mdoconsincinerator
## 1          NA                    NA         0         0                  0
## 2           0                     0         0         0                  0
## 3           0                     0         0         0                  0
## 4           0                     0         0         0                  0
## 5           0                     0         0         0                  0
## 6          NA                    NA         0         0                  0
##   mdoconsboiler mdoconsigg mdoconscargopack mdoconssulfurcontent mgoconsme
## 1             0          0                0                   NA        NA
## 2             0          0                0                    0         0
## 3             0          0                0                    0         0
## 4             0          0                0                    0         0
## 5             0          0                0                    0         0
## 6             0          0                0                   NA        NA
##   mgoconsae mgoconsincinerator mgoconsboiler mgoconsigg mgoconscargopack
## 1        NA                 NA            NA         NA               NA
## 2         0                  0             0          0                0
## 3         0                  0             0          0                0
## 4         0                  0             0          0                0
## 5         0                  0             0          0                0
## 6        NA                 NA            NA         NA               NA
##   mgoconssulfurcontent lsmgoconsme lsmgoconsae lsmgoconsincinerator
## 1                   NA          NA          NA                   NA
## 2                    0           0           0                    0
## 3                    0           0           0                    0
## 4                    0           0           0                    0
## 5                    0           0           0                    0
## 6                   NA          NA          NA                   NA
##   lsmgoconsboiler lsmgoconsigg lsmgoconscargopack lsmgoconssulfurcontent
## 1              NA           NA                 NA                     NA
## 2               0            0                  0                  0.040
## 3               0            0                  0                  0.040
## 4               0            0                  0                  0.040
## 5               0            0                  0                  0.038
## 6              NA           NA                 NA                     NA
##   cylinderoilcons systemoilcons wxconsdo wxconsfo wxtankcleaning updated
## 1              NA            NA       NA       NA             NA   FALSE
## 2              10             0       NA       NA             NA   FALSE
## 3             117             0       NA       NA             NA   FALSE
## 4             118             0       NA       NA             NA   FALSE
## 5              20             0       NA       NA             NA   FALSE
## 6              NA            NA       NA       NA             NA   FALSE
##   deleted    createdby createdon    updatedby  updatedon smconsreportid
## 1   FALSE        cheng  39825.53       Master 2009-01-12   MSMA00025198
## 2   FALSE MSML00007250  43114.46 MSML00007250 2018-01-14   860A00002660
## 3   FALSE MSML00007250  43112.34  msmldb00640 2018-01-12   860A00002657
## 4   FALSE MSML00007250  43114.27  msmldb00640 2018-01-14   860A00002659
## 5   FALSE MSML00006804  42936.46 MSML00006804 2017-07-20   860A00002389
## 6   FALSE        cheng  39825.54       Master 2009-01-12   MSMA00025199
##   hsfoconsaetankclean hsfoconsaeinerting hsfoconsboilertankclean
## 1                  NA                 NA                      NA
## 2                   0                  0                       0
## 3                   0                  0                       0
## 4                   0                  0                       0
## 5                   0                  0                       0
## 6                  NA                 NA                      NA
##   hsfoconsboilerinerting lsfoconsaetankclean lsfoconsaeinerting
## 1                     NA                  NA                 NA
## 2                      0                   0                  0
## 3                      0                   0                  0
## 4                      0                   0                  0
## 5                      0                   0                  0
## 6                     NA                  NA                 NA
##   lsfoconsboilertankclean lsfoconsboilerinerting mdoconsaetankclean
## 1                      NA                     NA                 NA
## 2                       0                      0                  0
## 3                       0                      0                  0
## 4                       0                      0                  0
## 5                       0                      0                  0
## 6                      NA                     NA                 NA
##   mdoconsaeinerting mdoconsboilertankclean mdoconsboilerinerting
## 1                NA                     NA                    NA
## 2                 0                      0                     0
## 3                 0                      0                     0
## 4                 0                      0                     0
## 5                 0                      0                     0
## 6                NA                     NA                    NA
##   mgoconsaetankclean mgoconsaeinerting mgoconsboilertankclean
## 1                 NA                NA                     NA
## 2                  0                 0                      0
## 3                  0                 0                      0
## 4                  0                 0                      0
## 5                  0                 0                      0
## 6                 NA                NA                     NA
##   mgoconsboilerinerting lsmgoconsaetankclean lsmgoconsaeinerting
## 1                    NA                   NA                  NA
## 2                     0                    0                   0
## 3                     0                    0                   0
## 4                     0                    0                   0
## 5                     0                    0                   0
## 6                    NA                   NA                  NA
##   lsmgoconsboilertankclean lsmgoconsboilerinerting vesselname vesshortcode
## 1                       NA                      NA ncc rabigh       rabigh
## 2                        0                       0 ncc rabigh       rabigh
## 3                        0                       0 ncc rabigh       rabigh
## 4                        0                       0 ncc rabigh       rabigh
## 5                        0                       0 ncc rabigh       rabigh
## 6                       NA                      NA ncc rabigh       rabigh
##   vestypeid vesflagid vesstatusid vesselclient
## 1        tc       sau          01 MSML00000064
## 2        tc       sau          01 MSML00000064
## 3        tc       sau          01 MSML00000064
## 4        tc       sau          01 MSML00000064
## 5        tc       sau          01 MSML00000064
## 6        tc       sau          01 MSML00000064
##                                                  classnotation
## 1 1 a 1 tanker for oil products & chemicals esp eo ics cco vcs
## 2 1 a 1 tanker for oil products & chemicals esp eo ics cco vcs
## 3 1 a 1 tanker for oil products & chemicals esp eo ics cco vcs
## 4 1 a 1 tanker for oil products & chemicals esp eo ics cco vcs
## 5 1 a 1 tanker for oil products & chemicals esp eo ics cco vcs
## 6 1 a 1 tanker for oil products & chemicals esp eo ics cco vcs
##      superintendent             operator imonumber vesselclassid ismstatus
## 1 Aleksejs Kravcuks CAPT. ALEXEY LEGOTIN   9335032         26284         F
## 2 Aleksejs Kravcuks CAPT. ALEXEY LEGOTIN   9335032         26284         F
## 3 Aleksejs Kravcuks CAPT. ALEXEY LEGOTIN   9335032         26284         F
## 4 Aleksejs Kravcuks CAPT. ALEXEY LEGOTIN   9335032         26284         F
## 5 Aleksejs Kravcuks CAPT. ALEXEY LEGOTIN   9335032         26284         F
## 6 Aleksejs Kravcuks CAPT. ALEXEY LEGOTIN   9335032         26284         F
##   lastdrydock nextdrydock    yardbuilt  datebuilt   keellaid hulltypeid
## 1  2017-08-24  2022-08-24 MSML00001990 2007-08-24 2007-04-16         dh
## 2  2017-08-24  2022-08-24 MSML00001990 2007-08-24 2007-04-16         dh
## 3  2017-08-24  2022-08-24 MSML00001990 2007-08-24 2007-04-16         dh
## 4  2017-08-24  2022-08-24 MSML00001990 2007-08-24 2007-04-16         dh
## 5  2017-08-24  2022-08-24 MSML00001990 2007-08-24 2007-04-16         dh
## 6  2017-08-24  2022-08-24 MSML00001990 2007-08-24 2007-04-16         dh
##   metypeid conversion fwportable fwfeed fwdistilled mefuelused dgfuelused
## 1       09      FALSE      290.4  338.8          NA      f0004       <NA>
## 2       09      FALSE      290.4  338.8          NA      f0004       <NA>
## 3       09      FALSE      290.4  338.8          NA      f0004       <NA>
## 4       09      FALSE      290.4  338.8          NA      f0004       <NA>
## 5       09      FALSE      290.4  338.8          NA      f0004       <NA>
## 6       09      FALSE      290.4  338.8          NA      f0004       <NA>
##   breadthmoulded breadthextreme depthextreme     loa lbp pitchtype
## 1           32.2           32.2         18.8 183.024 174         f
## 2           32.2           32.2         18.8 183.024 174         f
## 3           32.2           32.2         18.8 183.024 174         f
## 4           32.2           32.2         18.8 183.024 174         f
## 5           32.2           32.2         18.8 183.024 174         f
## 6           32.2           32.2         18.8 183.024 174         f
##   propellerpitch counterfitted winterdwt summerdwt tropicaldwt
## 1         4.0999         FALSE     44623     45951       47283
## 2         4.0999         FALSE     44623     45951       47283
## 3         4.0999         FALSE     44623     45951       47283
## 4         4.0999         FALSE     44623     45951       47283
## 5         4.0999         FALSE     44623     45951       47283
## 6         4.0999         FALSE     44623     45951       47283
##   lightshipdwt winterdraft summerdraft tropicaldraft intgrosston intnetton
## 1        10285      11.963      12.217        12.471       29575     12054
## 2        10285      11.963      12.217        12.471       29575     12054
## 3        10285      11.963      12.217        12.471       29575     12054
## 4        10285      11.963      12.217        12.471       29575     12054
## 5        10285      11.963      12.217        12.471       29575     12054
## 6        10285      11.963      12.217        12.471       29575     12054
##   suezgrosston sueznetton panamagrosston panamanetton accounting crewing
## 1      31133.8      27454             NA           NA          0       0
## 2      31133.8      27454             NA           NA          0       0
## 3      31133.8      27454             NA           NA          0       0
## 4      31133.8      27454             NA           NA          0       0
## 5      31133.8      27454             NA           NA          0       0
## 6      31133.8      27454             NA           NA          0       0
##   mgmtstartdate vesclasstypeid lubeinvreportbaseday lubeinvuserecoveredoil
## 1    2007-08-24           mipo                   25                  FALSE
## 2    2007-08-24           mipo                   25                  FALSE
## 3    2007-08-24           mipo                   25                  FALSE
## 4    2007-08-24           mipo                   25                  FALSE
## 5    2007-08-24           mipo                   25                  FALSE
## 6    2007-08-24           mipo                   25                  FALSE
##   noofauxenginesinuse enginepower memcr aemcr1 aemcr2 aemcr3 age
## 1                   3        9619  9485    960    960    960  10
## 2                   3        9619  9485    960    960    960  10
## 3                   3        9619  9485    960    960    960  10
## 4                   3        9619  9485    960    960    960  10
## 5                   3        9619  9485    960    960    960  10
## 6                   3        9619  9485    960    960    960  10
##   timesincelastdd timetonextdd
## 1               0            1
## 2               0            1
## 3               0            1
## 4               0            1
## 5               0            1
## 6               0            1
table(data2$counterfitted)
## 
## FALSE  TRUE 
## 39609  4336
boxplot(hsfoconsme ~ counterfitted, data = data2, ylim = c(0, 100))

For mipo class the counter fitted ships have lesser consumption

Consumption comparison by HULL Type

data3 <- select(vesselsfuelconsumption, c("hsfoconsme", "counterfitted", "updatedon", "vesclasstypeid", "hulltypeid"))
data3$hulltypeid <- as.factor(tolower(data3$hulltypeid))
table(data3$hulltypeid)
## 
##     db     dh     sh 
##  12865 213487    450
boxplot(hsfoconsme ~ hulltypeid, data = data3, ylim = c(0, 60))

The spread of consumption by hull type

knitr::opts_chunk$set(fig.width=15, fig.height=15) 
plot7 <- ggplot(data=data3, aes(x = updatedon, y = hsfoconsme, group = hulltypeid)) + geom_line(aes(color = hulltypeid))
plot7 <- plot7 + labs(x = "timeline", y = "HSFO consumption", title = "HSFO Consumption timeline by hull type", color = "vessel class")
plot7 + theme_gray(base_size = 10) + ylim(c(0, 200))

Exploration of consumption by hull type

table(vessels2$vesclasstypeid)
## 
##    ald    bdb   dae2   dae3   dae4   dsme dsme-v dsmev2   hhi2   hhi3 
##      1     14      4      6      4      1      2      2      4      1 
##   hshi  hshi2  hshi3    mhi   mipo  mipo1     mr    ode   proj  ro-ro 
##      8      5      5      5     13      2      5      1     11     36 
##    shi    sls 
##      5     12
data4 <- select(vesselsfuelconsumption, c("hsfoconsme", "counterfitted", "updatedon", "vesclasstypeid", "hulltypeid", "metypeid"))
data4$hulltypeid <- as.factor(tolower(data4$hulltypeid))
data4$metypeid <- as.factor(tolower(data4$metypeid))
data4$hulltypeid <- as.factor(tolower(data4$hulltypeid))
data5 <- data4[data4$vesclasstypeid == "mipo", ]
table(data4$hulltypeid, data4$vesclasstypeid)
##     
##        ald   bdb  dae2  dae3  dae4  dsme dsme-v dsmev2  hhi2  hhi3  hshi
##   db     0     0     0     0     0     0      0      0     0     0     0
##   dh  1808  9790  8929 10503  7109  2094   2354   2240  7102  1111 30511
##   sh     0     0     0     0     0     0      0      0     0     0     0
##     
##      hshi2 hshi3   mhi  mipo mipo1    mr   ode  proj ro-ro   shi   sls
##   db     0     0     0     0     0     0     0     0  2816     0 10049
##   dh  2353   899 20684 43945  1347  7845     0     0 14112 15151 23600
##   sh     0     0     0     0     0     0   450     0     0     0     0
data6 <- data4[data4$vesclasstypeid == "ro-ro", ]
# boxplot(hsfoconsme ~ hulltypeid, data = data5, ylim = c(0, 30))
boxplot(hsfoconsme ~ hulltypeid, data = data6, ylim = c(0, 30))

head(data4)
##   hsfoconsme counterfitted  updatedon vesclasstypeid hulltypeid metypeid
## 1        0.6         FALSE 2009-01-12           mipo         dh       09
## 2        0.4         FALSE 2018-01-14           mipo         dh       09
## 3       19.8         FALSE 2018-01-12           mipo         dh       09
## 4       20.1         FALSE 2018-01-14           mipo         dh       09
## 5        2.9         FALSE 2017-07-20           mipo         dh       09
## 6        0.0         FALSE 2009-01-12           mipo         dh       09
table(data4$metypeid)
## 
##    01    04    05    06    07    08    09    10    11    12    13    14 
## 35835 30511 16928  9790  2094 45733 43945 17612  7552  2354  2240  1111 
##    15    16 
##  7845  3252
boxplot(hsfoconsme ~ metypeid, data = data4, ylim = c(0, 200))

Consumption comparison for the ME type for hull type DH and not counter fitted

data7 <- data4[data4$hulltypeid == "dh" & data4$counterfitted == "FALSE", ]
head(data7)
##   hsfoconsme counterfitted  updatedon vesclasstypeid hulltypeid metypeid
## 1        0.6         FALSE 2009-01-12           mipo         dh       09
## 2        0.4         FALSE 2018-01-14           mipo         dh       09
## 3       19.8         FALSE 2018-01-12           mipo         dh       09
## 4       20.1         FALSE 2018-01-14           mipo         dh       09
## 5        2.9         FALSE 2017-07-20           mipo         dh       09
## 6        0.0         FALSE 2009-01-12           mipo         dh       09
table(data7$metypeid)
## 
##    01    04    05    06    07    08    09    10    11    12    13    14 
##  3903 30511 14112     0  2094 35684 39609 17612  7102  2354  2240  1111 
##    15    16 
##  7845  3252
boxplot(hsfoconsme ~ metypeid, data = data7, ylim = c(0, 200))

## Consumption comparison for the ME type for hull type DH and counter fitted

data8 <- data4[data4$hulltypeid == "dh" & data4$counterfitted == "TRUE", ]
head(data8)
##      hsfoconsme counterfitted  updatedon vesclasstypeid hulltypeid
## 8846       22.5          TRUE 2017-11-06           mipo         dh
## 8847       22.0          TRUE 2017-11-05           mipo         dh
## 8848        8.1          TRUE 2017-11-04           mipo         dh
## 8849        1.5          TRUE 2013-06-22           mipo         dh
## 8850        0.0          TRUE 2013-03-29           mipo         dh
## 8851        0.3          TRUE 2017-11-04           mipo         dh
##      metypeid
## 8846       09
## 8847       09
## 8848       09
## 8849       09
## 8850       09
## 8851       09
table(data8$metypeid)
## 
##    01    04    05    06    07    08    09    10    11    12    13    14 
## 31932     0     0  9790     0     0  4336     0     0     0     0     0 
##    15    16 
##     0     0
boxplot(hsfoconsme ~ metypeid, data = data8, ylim = c(0, 200))

Main engine consumption by the metype timeline

# metype9 <- data4[data4$metypeid == '09', ]
head(data4)
##   hsfoconsme counterfitted  updatedon vesclasstypeid hulltypeid metypeid
## 1        0.6         FALSE 2009-01-12           mipo         dh       09
## 2        0.4         FALSE 2018-01-14           mipo         dh       09
## 3       19.8         FALSE 2018-01-12           mipo         dh       09
## 4       20.1         FALSE 2018-01-14           mipo         dh       09
## 5        2.9         FALSE 2017-07-20           mipo         dh       09
## 6        0.0         FALSE 2009-01-12           mipo         dh       09
for(e in levels(data4$metypeid)) {
  metype <- data4[data4$metypeid == e, ]
  head(metype)
  print(qplot(x = updatedon, y = hsfoconsme, data = metype, geom = c("point", "smooth"), ylim = c(0, 50)))
}
## `geom_smooth()` using method = 'gam'
## Warning: Removed 15276 rows containing non-finite values (stat_smooth).
## Warning: Removed 15276 rows containing missing values (geom_point).

## `geom_smooth()` using method = 'gam'
## Warning: Removed 15222 rows containing non-finite values (stat_smooth).
## Warning: Removed 15222 rows containing missing values (geom_point).

## `geom_smooth()` using method = 'gam'
## Warning: Removed 29 rows containing non-finite values (stat_smooth).
## Warning: Removed 29 rows containing missing values (geom_point).

## `geom_smooth()` using method = 'gam'
## Warning: Removed 23 rows containing non-finite values (stat_smooth).
## Warning: Removed 23 rows containing missing values (geom_point).

## `geom_smooth()` using method = 'gam'
## Warning: Removed 23 rows containing non-finite values (stat_smooth).

## Warning: Removed 23 rows containing missing values (geom_point).

## `geom_smooth()` using method = 'gam'
## Warning: Removed 48 rows containing non-finite values (stat_smooth).
## Warning: Removed 48 rows containing missing values (geom_point).

## `geom_smooth()` using method = 'gam'
## Warning: Removed 26 rows containing non-finite values (stat_smooth).
## Warning: Removed 26 rows containing missing values (geom_point).

## `geom_smooth()` using method = 'gam'
## Warning: Removed 8517 rows containing non-finite values (stat_smooth).
## Warning: Removed 8517 rows containing missing values (geom_point).

## `geom_smooth()` using method = 'gam'
## Warning: Removed 3061 rows containing non-finite values (stat_smooth).
## Warning: Removed 3061 rows containing missing values (geom_point).

## `geom_smooth()` using method = 'gam'
## Warning: Removed 1010 rows containing non-finite values (stat_smooth).
## Warning: Removed 1010 rows containing missing values (geom_point).

## `geom_smooth()` using method = 'gam'
## Warning: Removed 1048 rows containing non-finite values (stat_smooth).
## Warning: Removed 1048 rows containing missing values (geom_point).

## `geom_smooth()` using method = 'gam'
## Warning: Removed 442 rows containing non-finite values (stat_smooth).
## Warning: Removed 442 rows containing missing values (geom_point).

## `geom_smooth()` using method = 'gam'
## Warning: Removed 24 rows containing non-finite values (stat_smooth).
## Warning: Removed 24 rows containing missing values (geom_point).

## `geom_smooth()` using method = 'gam'
## Warning: Removed 426 rows containing non-finite values (stat_smooth).
## Warning: Removed 426 rows containing missing values (geom_point).

## The ME consumption by pitchtype

data9 <- select(vesselsfuelconsumption, c("hsfoconsme", "counterfitted", "updatedon", "vesclasstypeid", "hulltypeid", "metypeid", "pitchtype", "propellerpitch"))
head(data9)
##   hsfoconsme counterfitted  updatedon vesclasstypeid hulltypeid metypeid
## 1        0.6         FALSE 2009-01-12           mipo         dh       09
## 2        0.4         FALSE 2018-01-14           mipo         dh       09
## 3       19.8         FALSE 2018-01-12           mipo         dh       09
## 4       20.1         FALSE 2018-01-14           mipo         dh       09
## 5        2.9         FALSE 2017-07-20           mipo         dh       09
## 6        0.0         FALSE 2009-01-12           mipo         dh       09
##   pitchtype propellerpitch
## 1         f         4.0999
## 2         f         4.0999
## 3         f         4.0999
## 4         f         4.0999
## 5         f         4.0999
## 6         f         4.0999
data9$hulltypeid <- as.factor(tolower(data9$hulltypeid))
data9$metypeid <- as.factor(tolower(data9$metypeid))
data9$hulltypeid <- as.factor(tolower(data9$hulltypeid))
data9$pitchtype <- as.factor(tolower(data9$pitchtype))
data9$propellerpitch <- as.factor(tolower(data9$propellerpitch))
table(data9$pitchtype)
## 
##      f      v 
## 207520  16928
boxplot(hsfoconsme ~ pitchtype, data = data9, ylim=c(0, 200))

The ME comparison for the pitch type

boxplot(hsfoconsme ~ propellerpitch, data = data9, ylim=c(0, 200))

Clustering of the vessels py parameters

head(vesselsfuelconsumption)
##       vesselid   smreportid voyageno hsfoconsme hsfoconsae hsfoconsboiler
## 1 MSMA00000023 MSMA00025199   200808        0.6        0.3            0.1
## 2 MSMA00000023 860A00002661   201710        0.4        0.3            0.1
## 3 MSMA00000023 860A00002658   201710       19.8        3.1            0.0
## 4 MSMA00000023 860A00002660   201710       20.1        2.9            0.0
## 5 MSMA00000023 860A00002391   201705        2.9        1.4            0.9
## 6 MSMA00000023 MSMA00025200   200808        0.0        3.2            2.8
##   hsfoconsigs hsfoconssulfurcontent lsfoconsme lsfoconsae lsfoconsboiler
## 1           0                    NA         NA         NA             NA
## 2           0                   3.2          0          0              0
## 3           0                   3.2          0          0              0
## 4           0                   3.2          0          0              0
## 5           0                   3.1          0          0              0
## 6           0                    NA         NA         NA             NA
##   lsfoconsigs lsfoconssulfurcontent mdoconsme mdoconsae mdoconsincinerator
## 1          NA                    NA         0         0                  0
## 2           0                     0         0         0                  0
## 3           0                     0         0         0                  0
## 4           0                     0         0         0                  0
## 5           0                     0         0         0                  0
## 6          NA                    NA         0         0                  0
##   mdoconsboiler mdoconsigg mdoconscargopack mdoconssulfurcontent mgoconsme
## 1             0          0                0                   NA        NA
## 2             0          0                0                    0         0
## 3             0          0                0                    0         0
## 4             0          0                0                    0         0
## 5             0          0                0                    0         0
## 6             0          0                0                   NA        NA
##   mgoconsae mgoconsincinerator mgoconsboiler mgoconsigg mgoconscargopack
## 1        NA                 NA            NA         NA               NA
## 2         0                  0             0          0                0
## 3         0                  0             0          0                0
## 4         0                  0             0          0                0
## 5         0                  0             0          0                0
## 6        NA                 NA            NA         NA               NA
##   mgoconssulfurcontent lsmgoconsme lsmgoconsae lsmgoconsincinerator
## 1                   NA          NA          NA                   NA
## 2                    0           0           0                    0
## 3                    0           0           0                    0
## 4                    0           0           0                    0
## 5                    0           0           0                    0
## 6                   NA          NA          NA                   NA
##   lsmgoconsboiler lsmgoconsigg lsmgoconscargopack lsmgoconssulfurcontent
## 1              NA           NA                 NA                     NA
## 2               0            0                  0                  0.040
## 3               0            0                  0                  0.040
## 4               0            0                  0                  0.040
## 5               0            0                  0                  0.038
## 6              NA           NA                 NA                     NA
##   cylinderoilcons systemoilcons wxconsdo wxconsfo wxtankcleaning updated
## 1              NA            NA       NA       NA             NA   FALSE
## 2              10             0       NA       NA             NA   FALSE
## 3             117             0       NA       NA             NA   FALSE
## 4             118             0       NA       NA             NA   FALSE
## 5              20             0       NA       NA             NA   FALSE
## 6              NA            NA       NA       NA             NA   FALSE
##   deleted    createdby createdon    updatedby  updatedon smconsreportid
## 1   FALSE        cheng  39825.53       Master 2009-01-12   MSMA00025198
## 2   FALSE MSML00007250  43114.46 MSML00007250 2018-01-14   860A00002660
## 3   FALSE MSML00007250  43112.34  msmldb00640 2018-01-12   860A00002657
## 4   FALSE MSML00007250  43114.27  msmldb00640 2018-01-14   860A00002659
## 5   FALSE MSML00006804  42936.46 MSML00006804 2017-07-20   860A00002389
## 6   FALSE        cheng  39825.54       Master 2009-01-12   MSMA00025199
##   hsfoconsaetankclean hsfoconsaeinerting hsfoconsboilertankclean
## 1                  NA                 NA                      NA
## 2                   0                  0                       0
## 3                   0                  0                       0
## 4                   0                  0                       0
## 5                   0                  0                       0
## 6                  NA                 NA                      NA
##   hsfoconsboilerinerting lsfoconsaetankclean lsfoconsaeinerting
## 1                     NA                  NA                 NA
## 2                      0                   0                  0
## 3                      0                   0                  0
## 4                      0                   0                  0
## 5                      0                   0                  0
## 6                     NA                  NA                 NA
##   lsfoconsboilertankclean lsfoconsboilerinerting mdoconsaetankclean
## 1                      NA                     NA                 NA
## 2                       0                      0                  0
## 3                       0                      0                  0
## 4                       0                      0                  0
## 5                       0                      0                  0
## 6                      NA                     NA                 NA
##   mdoconsaeinerting mdoconsboilertankclean mdoconsboilerinerting
## 1                NA                     NA                    NA
## 2                 0                      0                     0
## 3                 0                      0                     0
## 4                 0                      0                     0
## 5                 0                      0                     0
## 6                NA                     NA                    NA
##   mgoconsaetankclean mgoconsaeinerting mgoconsboilertankclean
## 1                 NA                NA                     NA
## 2                  0                 0                      0
## 3                  0                 0                      0
## 4                  0                 0                      0
## 5                  0                 0                      0
## 6                 NA                NA                     NA
##   mgoconsboilerinerting lsmgoconsaetankclean lsmgoconsaeinerting
## 1                    NA                   NA                  NA
## 2                     0                    0                   0
## 3                     0                    0                   0
## 4                     0                    0                   0
## 5                     0                    0                   0
## 6                    NA                   NA                  NA
##   lsmgoconsboilertankclean lsmgoconsboilerinerting vesselname vesshortcode
## 1                       NA                      NA ncc rabigh       rabigh
## 2                        0                       0 ncc rabigh       rabigh
## 3                        0                       0 ncc rabigh       rabigh
## 4                        0                       0 ncc rabigh       rabigh
## 5                        0                       0 ncc rabigh       rabigh
## 6                       NA                      NA ncc rabigh       rabigh
##   vestypeid vesflagid vesstatusid vesselclient
## 1        tc       sau          01 MSML00000064
## 2        tc       sau          01 MSML00000064
## 3        tc       sau          01 MSML00000064
## 4        tc       sau          01 MSML00000064
## 5        tc       sau          01 MSML00000064
## 6        tc       sau          01 MSML00000064
##                                                  classnotation
## 1 1 a 1 tanker for oil products & chemicals esp eo ics cco vcs
## 2 1 a 1 tanker for oil products & chemicals esp eo ics cco vcs
## 3 1 a 1 tanker for oil products & chemicals esp eo ics cco vcs
## 4 1 a 1 tanker for oil products & chemicals esp eo ics cco vcs
## 5 1 a 1 tanker for oil products & chemicals esp eo ics cco vcs
## 6 1 a 1 tanker for oil products & chemicals esp eo ics cco vcs
##      superintendent             operator imonumber vesselclassid ismstatus
## 1 Aleksejs Kravcuks CAPT. ALEXEY LEGOTIN   9335032         26284         F
## 2 Aleksejs Kravcuks CAPT. ALEXEY LEGOTIN   9335032         26284         F
## 3 Aleksejs Kravcuks CAPT. ALEXEY LEGOTIN   9335032         26284         F
## 4 Aleksejs Kravcuks CAPT. ALEXEY LEGOTIN   9335032         26284         F
## 5 Aleksejs Kravcuks CAPT. ALEXEY LEGOTIN   9335032         26284         F
## 6 Aleksejs Kravcuks CAPT. ALEXEY LEGOTIN   9335032         26284         F
##   lastdrydock nextdrydock    yardbuilt  datebuilt   keellaid hulltypeid
## 1  2017-08-24  2022-08-24 MSML00001990 2007-08-24 2007-04-16         dh
## 2  2017-08-24  2022-08-24 MSML00001990 2007-08-24 2007-04-16         dh
## 3  2017-08-24  2022-08-24 MSML00001990 2007-08-24 2007-04-16         dh
## 4  2017-08-24  2022-08-24 MSML00001990 2007-08-24 2007-04-16         dh
## 5  2017-08-24  2022-08-24 MSML00001990 2007-08-24 2007-04-16         dh
## 6  2017-08-24  2022-08-24 MSML00001990 2007-08-24 2007-04-16         dh
##   metypeid conversion fwportable fwfeed fwdistilled mefuelused dgfuelused
## 1       09      FALSE      290.4  338.8          NA      f0004       <NA>
## 2       09      FALSE      290.4  338.8          NA      f0004       <NA>
## 3       09      FALSE      290.4  338.8          NA      f0004       <NA>
## 4       09      FALSE      290.4  338.8          NA      f0004       <NA>
## 5       09      FALSE      290.4  338.8          NA      f0004       <NA>
## 6       09      FALSE      290.4  338.8          NA      f0004       <NA>
##   breadthmoulded breadthextreme depthextreme     loa lbp pitchtype
## 1           32.2           32.2         18.8 183.024 174         f
## 2           32.2           32.2         18.8 183.024 174         f
## 3           32.2           32.2         18.8 183.024 174         f
## 4           32.2           32.2         18.8 183.024 174         f
## 5           32.2           32.2         18.8 183.024 174         f
## 6           32.2           32.2         18.8 183.024 174         f
##   propellerpitch counterfitted winterdwt summerdwt tropicaldwt
## 1         4.0999         FALSE     44623     45951       47283
## 2         4.0999         FALSE     44623     45951       47283
## 3         4.0999         FALSE     44623     45951       47283
## 4         4.0999         FALSE     44623     45951       47283
## 5         4.0999         FALSE     44623     45951       47283
## 6         4.0999         FALSE     44623     45951       47283
##   lightshipdwt winterdraft summerdraft tropicaldraft intgrosston intnetton
## 1        10285      11.963      12.217        12.471       29575     12054
## 2        10285      11.963      12.217        12.471       29575     12054
## 3        10285      11.963      12.217        12.471       29575     12054
## 4        10285      11.963      12.217        12.471       29575     12054
## 5        10285      11.963      12.217        12.471       29575     12054
## 6        10285      11.963      12.217        12.471       29575     12054
##   suezgrosston sueznetton panamagrosston panamanetton accounting crewing
## 1      31133.8      27454             NA           NA          0       0
## 2      31133.8      27454             NA           NA          0       0
## 3      31133.8      27454             NA           NA          0       0
## 4      31133.8      27454             NA           NA          0       0
## 5      31133.8      27454             NA           NA          0       0
## 6      31133.8      27454             NA           NA          0       0
##   mgmtstartdate vesclasstypeid lubeinvreportbaseday lubeinvuserecoveredoil
## 1    2007-08-24           mipo                   25                  FALSE
## 2    2007-08-24           mipo                   25                  FALSE
## 3    2007-08-24           mipo                   25                  FALSE
## 4    2007-08-24           mipo                   25                  FALSE
## 5    2007-08-24           mipo                   25                  FALSE
## 6    2007-08-24           mipo                   25                  FALSE
##   noofauxenginesinuse enginepower memcr aemcr1 aemcr2 aemcr3 age
## 1                   3        9619  9485    960    960    960  10
## 2                   3        9619  9485    960    960    960  10
## 3                   3        9619  9485    960    960    960  10
## 4                   3        9619  9485    960    960    960  10
## 5                   3        9619  9485    960    960    960  10
## 6                   3        9619  9485    960    960    960  10
##   timesincelastdd timetonextdd
## 1               0            1
## 2               0            1
## 3               0            1
## 4               0            1
## 5               0            1
## 6               0            1
vessels3 <- select(vesselsfuelconsumption, c("age", "timetonextdd", "timesincelastdd", "yardbuilt", "hulltypeid", "metypeid",
                                                  "mefuelused", "loa", "lbp", "pitchtype", "propellerpitch", "counterfitted", 
                                                  "intgrosston", "intnetton", "suezgrosston", "sueznetton", "vesclasstypeid", "noofauxenginesinuse",                                                   "enginepower"))
head(vessels3)
##   age timetonextdd timesincelastdd    yardbuilt hulltypeid metypeid
## 1  10            1               0 MSML00001990         dh       09
## 2  10            1               0 MSML00001990         dh       09
## 3  10            1               0 MSML00001990         dh       09
## 4  10            1               0 MSML00001990         dh       09
## 5  10            1               0 MSML00001990         dh       09
## 6  10            1               0 MSML00001990         dh       09
##   mefuelused     loa lbp pitchtype propellerpitch counterfitted
## 1      f0004 183.024 174         f         4.0999         FALSE
## 2      f0004 183.024 174         f         4.0999         FALSE
## 3      f0004 183.024 174         f         4.0999         FALSE
## 4      f0004 183.024 174         f         4.0999         FALSE
## 5      f0004 183.024 174         f         4.0999         FALSE
## 6      f0004 183.024 174         f         4.0999         FALSE
##   intgrosston intnetton suezgrosston sueznetton vesclasstypeid
## 1       29575     12054      31133.8      27454           mipo
## 2       29575     12054      31133.8      27454           mipo
## 3       29575     12054      31133.8      27454           mipo
## 4       29575     12054      31133.8      27454           mipo
## 5       29575     12054      31133.8      27454           mipo
## 6       29575     12054      31133.8      27454           mipo
##   noofauxenginesinuse enginepower
## 1                   3        9619
## 2                   3        9619
## 3                   3        9619
## 4                   3        9619
## 5                   3        9619
## 6                   3        9619
vessels4 <- select(vesselsfuelconsumption, c("age", "vesselname", "enginepower", "vesclasstypeid"))
vessels5 <- unique(vessels4)
vessels6 <- vessels5[vessels5$vesselname != "demo vessel", ]
vessels6
##        age    vesselname enginepower vesclasstypeid
## 1       10    ncc rabigh        9619           mipo
## 4590    10    ncc sudair        9619           mipo
## 8846    10    ncc dammam        9619           mipo
## 13182   10     ncc haiel        9619           mipo
## 17535    9          jana       33600           hshi
## 21291    9        habari       33600           hshi
## 24994    9         kahla       33600           hshi
## 28915    9         dorra       33600           hshi
## 32853    9        ghazal       33600           hshi
## 36714    8         sahba       33600           hshi
## 40278    7      ncc noor        9480            sls
## 43873    7      ncc huda        9480            sls
## 47546    7      ncc amal        9480            sls
## 51216    7      ncc safa        9480            sls
## 54813    6     ncc danah        9480            sls
## 58323    6     ncc nasma        9480            sls
## 61793    6     ncc shams        9480            sls
## 64933    6     ncc najem        9480            sls
## 67984    5      ncc reem        9480            sls
## 70985    5      ncc sama        9480            sls
## 73950    5    bahri abha       12450          ro-ro
## 77024    5   bahri hofuf       12450          ro-ro
## 80028    5   bahri tabuk       12450          ro-ro
## 82973    4   bahri jazan       12450          ro-ro
## 85789    4  bahri jeddah       12450          ro-ro
## 88460    4   bahri yanbu       12450          ro-ro
## 90878    4      ncc fajr       10870           dsme
## 92972   15          lulu       34650           hhi2
## 94713   15       shiblah       34650           hhi2
## 96483   15        hilwah       34643           hhi2
## 98279   15         tinat       34650           hhi2
## 100074  10         jaham       39900           dae3
## 101734  10        manifa       39900           dae3
## 103618  10       shaybah       39900           dae3
## 105350   9       khuzama       39900           dae3
## 107163   9        jaladi       39900           dae3
## 108848   9         karan       39900           dae3
## 110577   8         niban       35910           dae4
## 112319   8        ghinah       35411           dae4
## 114174   7       nisalah       35910           dae4
## 116011   7        farhah       35910           dae4
## 117686  23       faridah       28730            ode
## 118136  11   bahri tulip        8561           dae2
## 120299  12    bahri rose        8561           dae2
## 122442  13 bahri jasmine        8561           dae2
## 124628  13    bahri iris        8561           dae2
## 127065  15        khafji       14048            ald
## 128873   4  bahri arasco        9480            bdb
## 130930   4   bahri grain        9480            bdb
## 132883   4    bahri bulk        9480            bdb
## 134821   4    bahri wafi        9480            bdb
## 136798   4  bahri trader        9480            bdb
## 138663   9      ncc maha        9480          mipo1
## 139386   9     ncc qamar        8530          mipo1
## 140010   8         kidan       29260         dsme-v
## 141159   7        wedyan       29260         dsme-v
## 142364   8         arsan       29260         dsmev2
## 143481   8         dilam       29260         dsmev2
## 144604   7         awtad       42430           hhi3
## 145715   4      ncc wafa        8090             mr
## 147360   4      ncc masa        8090             mr
## 148975   3      ncc jood        8090             mr
## 150537   4     ncc bader        8090             mr
## 152033   3    ncc ghazal        8090             mr
## 153560   1         amjad       24000          hshi2
## 154216   1       maharah       24000          hshi2
## 154730   1         aslaf       24000          hshi2
## 155184   0       rimthan       24000          hshi2
## 155573   0        shaden       24000          hshi2
## 155913   0        kassab       24000          hshi3
## 156160   0        lawhah       24000          hshi3
## 156376   0        qamran       24000          hshi3
## 156563   0       khurais       24000          hshi3
## 156706   0          amad       24000          hshi3
## 156812  16         harad       44640            shi
## 160629  16        marjan       44640            shi
## 164349  15        abqaiq       44640            shi
## 168060  16         safwa       44640            shi
## 171963  12     ncc hijaz        9619           mipo
## 176548  12    ncc tihama        9619           mipo
## 180916  12      ncc abha        9619           mipo
## 185246  12     ncc tabuk        9619           mipo
## 189675  11    ncc qassim        9619           mipo
## 194022  10         layla       33600           hshi
## 197825  11        wafrah       33600           hshi
## 201790  21     safaniyah       24713            mhi
## 205880  22        ramlah       24713            mhi
## 209764  22        ghawar       24713            mhi
## 213932  21        hawtah       24713            mhi
## 218157  21        watban       24713            mhi
## 222474  12      ncc najd        9619           mipo
anyNA(vessels6)
## [1] FALSE
library(factoextra)
## Warning: package 'factoextra' was built under R version 3.4.4
## Welcome! Related Books: `Practical Guide To Cluster Analysis in R` at https://goo.gl/13EFCZ
library(NbClust)

## using the elbow method
fviz_nbclust(vessels6[, c(1, 3)], kmeans, method = "wss") + geom_vline(xintercept = 4, linetype = 2) + labs(subtitle = "Elbow method")

## We find that the best number of clusters is 4
# summary(vesselsfuelconsumption)

set.seed(1234)
kmeansCluster <- kmeans(vessels6[, c(1, 3)], 4)
vessels6$cluster <- kmeansCluster$cluster


library(ggrepel)
## Warning: package 'ggrepel' was built under R version 3.4.4
head(vessels6)
##       age vesselname enginepower vesclasstypeid cluster
## 1      10 ncc rabigh        9619           mipo       1
## 4590   10 ncc sudair        9619           mipo       1
## 8846   10 ncc dammam        9619           mipo       1
## 13182  10  ncc haiel        9619           mipo       1
## 17535   9       jana       33600           hshi       2
## 21291   9     habari       33600           hshi       2
clusterplot <- ggplot(vessels6, aes(age, enginepower, color = cluster, label = vesselname)) + geom_point()
clusterplot

clusterplot +  geom_label_repel(aes(label = vesselname), box.padding   = 0.35, point.padding = 0.5, segment.color = 'grey50')

library(cluster)
clusplot(vessels6[, c(1, 3)], kmeansCluster$cluster, color = T, shade = T, labels = 4, lines = 0)

## Find the correlation between engine power and consumption

epconsme <- select(vesselsfuelconsumption, c("hsfoconsme", "counterfitted", "updatedon", "vesclasstypeid", "hulltypeid", "metypeid", "enginepower"))

boxplot(hsfoconsme ~ enginepower, data = epconsme, ylim = c(0, 200))

Correlation of different factors for the consumption

library(corrplot)
## Warning: package 'corrplot' was built under R version 3.4.4
## corrplot 0.84 loaded
corrfactors <- select(vesselsfuelconsumption, c("age", "timetonextdd", "timesincelastdd", "yardbuilt", "hulltypeid", "metypeid",
                                                  "mefuelused", "loa", "lbp", "pitchtype", "propellerpitch", "counterfitted", 
                                                  "intgrosston", "intnetton", "suezgrosston", "sueznetton", "vesclasstypeid", "noofauxenginesinuse",                                                   "enginepower"))
## removing the factors from the subset
corrfactors2 <- within(corrfactors, rm("yardbuilt", "hulltypeid", "metypeid", "mefuelused", "vesclasstypeid", "pitchtype", "counterfitted"))


corrfactors3 <- select(vesselsfuelconsumption, c("hsfoconsme", "age", "enginepower", "timesincelastdd", "propellerpitch", "noofauxenginesinuse"))
summary(corrfactors3)
##    hsfoconsme           age         enginepower    timesincelastdd
##  Min.   :  -5.40   Min.   : 0.00   Min.   : 8090   Min.   :0.000  
##  1st Qu.:   0.00   1st Qu.: 6.00   1st Qu.: 9480   1st Qu.:1.000  
##  Median :   7.20   Median : 9.00   Median :12450   Median :2.000  
##  Mean   :  23.11   Mean   :10.05   Mean   :20502   Mean   :1.694  
##  3rd Qu.:  36.30   3rd Qu.:12.00   3rd Qu.:33600   3rd Qu.:2.000  
##  Max.   :1244.80   Max.   :23.00   Max.   :44640   Max.   :7.000  
##  NA's   :42        NA's   :23                      NA's   :26020  
##  propellerpitch  noofauxenginesinuse
##  Min.   :3.934   Min.   :2.000      
##  1st Qu.:4.100   1st Qu.:3.000      
##  Median :6.393   Median :3.000      
##  Mean   :5.675   Mean   :2.932      
##  3rd Qu.:7.006   3rd Qu.:3.000      
##  Max.   :7.345   Max.   :4.000      
##  NA's   :4617
corrplot(cor(corrfactors3, use = "complete.obs"), method = "ellipse")

Clustering of the vessels based on consumption patterns

head(vessels3)
##   age timetonextdd timesincelastdd    yardbuilt hulltypeid metypeid
## 1  10            1               0 MSML00001990         dh       09
## 2  10            1               0 MSML00001990         dh       09
## 3  10            1               0 MSML00001990         dh       09
## 4  10            1               0 MSML00001990         dh       09
## 5  10            1               0 MSML00001990         dh       09
## 6  10            1               0 MSML00001990         dh       09
##   mefuelused     loa lbp pitchtype propellerpitch counterfitted
## 1      f0004 183.024 174         f         4.0999         FALSE
## 2      f0004 183.024 174         f         4.0999         FALSE
## 3      f0004 183.024 174         f         4.0999         FALSE
## 4      f0004 183.024 174         f         4.0999         FALSE
## 5      f0004 183.024 174         f         4.0999         FALSE
## 6      f0004 183.024 174         f         4.0999         FALSE
##   intgrosston intnetton suezgrosston sueznetton vesclasstypeid
## 1       29575     12054      31133.8      27454           mipo
## 2       29575     12054      31133.8      27454           mipo
## 3       29575     12054      31133.8      27454           mipo
## 4       29575     12054      31133.8      27454           mipo
## 5       29575     12054      31133.8      27454           mipo
## 6       29575     12054      31133.8      27454           mipo
##   noofauxenginesinuse enginepower
## 1                   3        9619
## 2                   3        9619
## 3                   3        9619
## 4                   3        9619
## 5                   3        9619
## 6                   3        9619
vessels10 <- select(vesselsfuelconsumption, c("age", "vesselname", "enginepower", "hsfoconsme"))
vessels10 <- unique(vessels10)
vessels11 <- vessels10[vessels10$vesselname != "demo vessel", ]
summary(vessels11)
##       age          vesselname         enginepower      hsfoconsme     
##  Min.   : 0.000   Length:43142       Min.   : 8090   Min.   :  -5.40  
##  1st Qu.: 6.000   Class :character   1st Qu.: 9619   1st Qu.:  16.10  
##  Median : 9.000   Mode  :character   Median :24713   Median :  33.40  
##  Mean   : 9.947                      Mean   :24943   Mean   :  40.42  
##  3rd Qu.:13.000                      3rd Qu.:34650   3rd Qu.:  63.80  
##  Max.   :23.000                      Max.   :44640   Max.   :1244.80  
##                                                      NA's   :28
indexes <- which(is.na(vessels11$hsfoconsme))
vessels11[indexes, ]$hsfoconsme <- 0
library(dplyr)

vessels12 <- vessels11 %>% group_by(vesselname, age, enginepower) %>% summarise(mean_consme = mean(hsfoconsme, na.rm = T))
head(vessels12)
## # A tibble: 6 x 4
## # Groups:   vesselname, age [6]
##   vesselname   age enginepower mean_consme
##   <chr>      <dbl>       <dbl>       <dbl>
## 1 abqaiq        15       44640        58.1
## 2 amad           0       24000        32.7
## 3 amjad          1       24000        36.6
## 4 arsan          8       29260        48.7
## 5 aslaf          1       24000        35.7
## 6 awtad          7       42430        50.7
anyNA(vessels12)
## [1] FALSE
fviz_nbclust(vessels12[, c(2, 3, 4)], kmeans, method = "wss") + geom_vline(xintercept = 4, linetype = 2) + labs(subtitle = "Elbow method")

Clustering of vessels based on the consumption

set.seed(1234)
kmeansCluster2 <- kmeans(vessels12[, c(2, 3, 4)], 4)
vessels12$cluster <- kmeansCluster2$cluster
head(vessels12[vessels12$cluster == 1, ])
## # A tibble: 6 x 5
## # Groups:   vesselname, age [6]
##   vesselname     age enginepower mean_consme cluster
##   <chr>        <dbl>       <dbl>       <dbl>   <int>
## 1 bahri abha       5       12450        22.6       1
## 2 bahri hofuf      5       12450        21.3       1
## 3 bahri jazan      4       12450        21.4       1
## 4 bahri jeddah     4       12450        21.8       1
## 5 bahri tabuk      5       12450        19.8       1
## 6 bahri yanbu      4       12450        21.8       1
View(vessels12[order(vessels12$cluster), ])